# Hisham Ahmer | Hisham's Automation Lab

AI Automation Engineer & ComfyUI Expert. Building AI systems and automation for small
and medium businesses (SMBs). This is the complete text version of https://hishamahmer.com,
written for AI assistants: it contains every project, skill, and detail on the site,
including content that appears inside click-to-open detail views and poster images.

Brand: House of Hisham ("we build what actually moves the needle").

## Contact & Links
- Book a call: https://calendar.app.google/Sgrs1E2tgWdEbmgM7
- LinkedIn: https://www.linkedin.com/in/hisham-ahmer-423b64200/
- Instagram: https://instagram.com/thehishamahmer
- YouTube: https://youtube.com/@thehishamahmer
- Twitter/X: https://twitter.com/thehishamahmer

## Positioning (site hero)
"AI THAT HELPS SMBs GROW." Practical AI systems & automations for small and growing
businesses: simplifying operations, winning more customers, and scaling what works.
AI that actually moves the needle.

## About
With over 1.5 years building around AI, focused on helping SMBs evolve with this
technology. Deeply into AI, coding, and real-world tech solutions; the goal is to help
businesses adapt, using AI to simplify operations, improve customer experiences, and
build stronger connections between brands and people. Not tech for its own sake:
practical, profitable, problem-solving solutions that help businesses grow smarter.
Mission: helping SMBs evolve with AI. This is House of Hisham.

## Who I Am (in his own words)
"I'm obsessed with building. I bounce between AI systems, automations, and visuals,
and I'm pretty much always working on something."
"Taste matters more in the AI era. AI made making easy. Taste is what's rare now."
He also designs his own posters, brand pieces, and visuals (shown on the site as a
pinned "taste wall").

## By The Numbers
- 50+ Projects Completed
- 1000+ Hours Saved
- 50+ AI Models Trained
- 1.5 Years Experience

## Tech Stack
ComfyUI, n8n, Python, JavaScript, OpenAI, Claude, Google Cloud, Replicate, Kling AI, GitHub, Android Studio, Antigravity

## Production Infrastructure
GPU experience: NVIDIA H100, H200, B200, L40S, A6000, A100, RTX 4090, RTX 5090.
Cloud GPU platforms: RunPod, Replicate, Fal.ai.
Productionized pipelines: ComfyUI Workflows to API, Custom LoRA Models to Inference,
Diffusion Pipelines to Serverless, ControlNet Pipelines to Production.

## Agentic AI Platform (autonomous AI employees)
Autonomous AI employees with their own phone number, own WhatsApp, and own voice.
Channels: Discord, Telegram, WhatsApp, Slack, Signal, iMessage, Teams, WebChat, Matrix, LINE.
Capabilities: Own Phone Numbers & Voice Identity; Own WhatsApp & Autonomous Outreach;
Voice Messages & Voice Calls; Any ComfyUI Workflow, From Anywhere; Any n8n Workflow as
a Webhook; Image & Video Gen APIs; Live Dashboard & Agent Monitoring; AI Employees with
Unique Personalities; Multi-Agent Hierarchies; Tool Calling & Function Calling; Local
Ollama Models as Fallback; Scheduled Autonomy; Agent Cron Calendar; Agent Skill Kits;
Multi-Agent Overview; Skill Tree Node Graphs.

## AI Influencers
22+ AI personalities, 100% AI-generated, ready for brand work.

---

# PROJECTS (complete, grouped by category)

## Category: AI Films (4 projects)

### AI ANIMATED VIDEOS
Tags: AI ANIMATION, VIDEO, KLING AI

AI-generated animated videos featuring creative storytelling and visually rich animation styles. Showcasing the potential of AI in animated content creation.

Media:
- [video] AI Animated Video 1: https://storage.googleapis.com/hisham-portfolio-assets/videos/ai-films/music-video-3.mp4

### AI MUSIC VIDEOS
Tags: AI MUSIC, VIDEO, KLING AI

Complete AI-generated music videos including composition, visuals, and editing. Features award-winning GenAI Odyssey Top 50 entry.

Media:
- [video] AI Music Video 1: https://drive.google.com/file/d/17uHaW5mIlBIqeI8Xl3m59td0JXvEQiUu/preview
- [video] AI Music Video 2: https://drive.google.com/file/d/1M6963IvwtEEMX1xkarp6c3atXAGa01vG/preview

### GYANGANJ - AI DOCUMENTARY
Tags: AI DOCUMENTARY, STORYTELLING, CONTENT

Fully AI-generated documentary exploring the mystical legend of Gyanganj, often referred to as India's Hidden Wakanda. Features AI narration, visuals, and storytelling.

Media:
- [video] GyanGanj Documentary: https://drive.google.com/file/d/1LzV8iayMTzqsq20geT9V5X3Ptt4FiIOT/preview

### AI PROTEIN AD
Tags: AI ADS, MARKETING, PRODUCT

Professional AI-generated product advertisement for protein supplements. Features dynamic visuals and engaging narrative designed for high conversion rates.

Media:
- [video] Protein Ad: https://drive.google.com/file/d/1bIexbDWW8QcTfNEuWphQY8anfQyiJ6G9/preview

---

## Category: AI Models (6 projects)

### AI CLONED AVATARS
Tags: AI AVATARS, CLONING, DIGITAL HUMAN

Advanced AI avatar cloning system that creates photorealistic digital humans. Perfect for content creation, customer service, and digital marketing.

Media:
- [video] AI Cloned Avatars: https://drive.google.com/file/d/1vC-5pNvdzkuOayutTqcJlPzYXJNT_zhN/preview

### AI MODEL INFLUENCER
Tags: AI INFLUENCER, MODELING, FASHION

AI-powered modeling influencer for fashion and lifestyle content. Coming soon.

### AI CONTENT CREATOR
Tags: AI INFLUENCER, CONTENT, AUTOMATION

Fully automated AI influencer that creates and posts content autonomously. Coming soon.

### AI TALKING HEAD CREATOR
Tags: AI INFLUENCER, TALKING HEAD, EDUCATION

AI talking head content in the style of popular creators like Ali Abdaal. Photo + voice = synced talking avatar — fully local, no API costs. Powered by Wan2.1 & Lip-Sync.

Media:
- [video] Talking Avatar Demo: https://storage.googleapis.com/hisham-portfolio-assets/videos/ai-content/talking-avatar-demo.mp4

### LORA TRAINING & FINETUNING
Tags: LORA, TRAINING, FINETUNING

Expert LoRA training and model finetuning services for SDXL, Flux Dev, Flux 2, LTX 2.3, Wan 2.2, Z-Image, Qwen Edit. Specialized in image generation, video models, and editing models. Training = new LoRA from scratch, Finetuning = adapting existing weights.

### COMFYUI WORKFLOWS
Tags: COMFYUI, WORKFLOWS, GENERATION

Complete suite of ComfyUI workflows including: Image/Video Generation, ControlNet, Realistic Rendering, and Instagrammable Portrait workflows. Professional-grade automation for content creators.

---

## Category: Content Automation (11 projects)

### AI NEWS INFLUENCER
Tags: AI INFLUENCER, NEWS, AUTOMATION

AI-powered news influencer that generates daily content automatically. Researches trending topics, creates scripts, and produces engaging news videos.

Media:
- [video] Daily News 1: https://drive.google.com/file/d/1C_6TKO1AqG3ysLHBmmlhg6tLyP_qg3Z8/preview
- [video] Daily News 2: https://drive.google.com/file/d/18k3g81UkGp4pCtAU8fUmTLProNTf1u8O/preview

### ANIMATED SHORT STORIES
Tags: N8N, ANIMATION, STORYTELLING

Fully automated animated short story generation. System handles script writing, character design, animation, voice-over, and final rendering. Multiple animation styles including Dora, Peppa Pig, and educational formats.

Media:
- [video] Animated Story 1: https://drive.google.com/file/d/1Cjdaco8IP0j201a7SgLmIYG8WQSOj6H6/preview
- [video] Animated Story 2: https://drive.google.com/file/d/1dk5cU6nUqgZYvu1Hw_iLz7Zm1_J-nnCf/preview
- [video] Animated Story 3: https://drive.google.com/file/d/1g_RwV5vKqoafrqIIFUkQpMg6kHpoY-A_/preview
- [video] Animated Story 4: https://drive.google.com/file/d/1piIH5cFEtiCzLwjX4y8u9JtimrKDE3J5/preview

### BULK ADS AUTOMATION
Tags: N8N, ADS, AUTOMATION

Automated bulk advertisement creation system. Generate hundreds of ad variations with different copy, visuals, and formats. Coming soon.

### GAMEPLAY AUTOMATION
Tags: N8N, GAMING, AUTOMATION

Fully automated gameplay footage production system. Captures, edits, adds commentary, and exports gaming content ready for upload.

Media:
- [video] Gameplay Footage 1: https://drive.google.com/file/d/1Bao5HWL1lG5FEuO2m4UANtFnqxBUo2EZ/preview
- [video] Gameplay Footage 2: https://drive.google.com/file/d/1RIvd0hmbsgY7Sd0OBKfyQGmURF_NCCDC/preview

### SOCIAL TREND SCRAPER
Tags: N8N, TRENDS, RESEARCH

Automated social media trend scraper that identifies viral topics, analyzes patterns, and generates relevant content ideas. Real-time monitoring across multiple platforms.

Media:
- [image] Trend Scraper Dashboard: https://storage.googleapis.com/hisham-portfolio-assets/thumbnails/n8n/trend-scraper-dashboard.jpg

### UGC INFLUENCER SYSTEM
Tags: N8N, UGC, INFLUENCER

Human-in-the-loop UGC content creation system. Combines AI automation with creative control for authentic influencer-style content. Perfect for product promotions and brand partnerships.

Media:
- [video] UGC Content 1: https://drive.google.com/file/d/1CwYFLCV9PLDDqvLZrY7IlEJfB_96a_hC/preview
- [video] UGC Content 2: https://drive.google.com/file/d/1ZSnDpko1WzYBv-KpLH7q09x7AqqQ1Kju/preview
- [video] UGC Content 3: https://drive.google.com/file/d/1XpCPsEzIVKVkKhnB5rrIkjPBO2ivR4x4/preview

### PROPERTY WALKTHROUGH AI
Tags: REAL ESTATE, WALKTHROUGH, AUTOMATION

Automated property walkthrough system that transforms static photos into cinematic property tours. Perfect for real estate listings and virtual showings.

Media:
- [video] Property Walkthrough 1: https://drive.google.com/file/d/1DolYTSJVZcG3hSTPWSLGDQpZY1n02no6/preview
- [video] Property Walkthrough 2: https://drive.google.com/file/d/1INVFi9T1OooSFxLvvmhMAZwYFH2sJa44/preview

### PERSONALIZED FPV DRONE WALKTHROUGH
Tags: REAL ESTATE, FPV DRONE, WALKTHROUGH, VOICE CLONE

Personalized FPV drone walkthrough experience for real estate properties. Combines cinematic FPV drone footage with voice-cloned narration to create immersive, personalized property tours that captivate potential buyers.

Media:
- [video] FPV Drone Walkthrough: https://storage.googleapis.com/hisham-portfolio-assets/videos/real-estate/fpv-drone-walkthrough.mp4

### CONSTRUCTION TIMELAPSE
Tags: REAL ESTATE, CONSTRUCTION, TIMELAPSE

Automated construction timelapse system that transforms raw site footage into cinematic progress videos. Watch buildings rise from foundation to finish in stunning detail.

Media:
- [video] Construction Timelapse: https://storage.googleapis.com/hisham-portfolio-assets/videos/real-estate/construction-timelapse.mp4

### REAL ESTATE UGC
Tags: REAL ESTATE, UGC, MARKETING

UGC-style real estate content that drives engagement. Features authentic, relatable property showcases designed for social media virality.

Media:
- [video] Real Estate UGC 1: https://drive.google.com/file/d/17kCABdVJke5aX8S8_IY3ys2W09zZgiM_/preview
- [video] Real Estate UGC 2: https://drive.google.com/file/d/1ZlZ0kfLLhOgNiIePj-QKq3t9dqHTdANQ/preview

### SLEEP STORY AUTOMATION
Tags: AUTOMATION, VOICE, STORYTELLING

Fully automated sleep story generation system. Creates 1-4 hour long narratives with voice cloning, ambient sounds, and soothing music. Perfect for meditation apps, podcasts, and wellness content.

Media:
- [video] Sleep Story Automation: https://drive.google.com/file/d/1X7xgu0IpY-43BmYvcvInDG309BCGRgrT/preview

---

## Category: Editor Profile (1 projects)

### PROFESSIONAL EDITING
Tags: EDITING, POST-PRODUCTION, CREATIVE

Professional video editing portfolio demonstrating expertise beyond AI automation. Traditional editing, color grading, and post-production work. Coming soon.

---

## Category: Fashion (1 projects)

### FASHION CONTENT
Tags: FASHION, AI, CONTENT

Specialized fashion content combining AI and traditional techniques. Product photography, lifestyle content, and creative campaigns. Coming soon.

---

## Category: Real Estate (1 projects)

### REAL ESTATE PRODUCTION
Tags: REAL ESTATE, PHOTOGRAPHY, VIDEO

Professional real estate photography and videography services. High-end property imaging, aerial shots, and luxury listings. Coming soon.

---

## Category: Systems (23 projects)

### AI SALES CALLER + AUTO-FILLED CRM [FEATURED]
Industry: Real Estate · Sales
Outcome: 100% calls auto-logged (Zero manual CRM data entry)
Tags: AI VOICE AGENT, CRM AUTOFILL, COLD CALLING, LLM ANALYSIS, REAL ESTATE

A sales-team system built for real estate. An AI voice agent makes outbound calls to leads and auto-fills the database straight from the conversation it has with each prospect. For human-led cold calls, the conversation is recorded and an LLM analyzes it afterward to auto-fill the table columns. Same fully customizable tables, columns, and options either way — built for volume, so the more calls you run, the more time it saves.

**The Problem**
Sales teams — especially in real estate — spend hours on calls, then even more hours typing what was said into a CRM. Notes get lost, fields go empty, and follow-ups slip through the cracks.

**Two Modes, One System**

**1. AI Outbound Agent**
• An AI voice agent calls leads directly and holds a natural conversation with the prospect
• It extracts the details live and auto-fills the database — no human typing
• Each lead's record is updated the moment the call ends

**2. Human Call Capture**
• Your reps cold-call as usual — the conversation is recorded
• An LLM analyzes the recording and auto-fills the table columns afterward
• Same custom fields and structure, just from a human-led call

**Fully Customizable**
• Tables, columns, options, and fields are all configurable to your exact sales process
• Works for a solo agent or a team of 5+ reps
• Built for volume — the more calls you run, the more time it saves

**The Outcome**
• Reps stop doing data entry and get back to selling
• Every conversation is captured, structured, and searchable
• Nothing falls through the cracks

### AI-POWERED REAL ESTATE LISTING MONITOR [FEATURED]
Industry: Real Estate · Acquisitions
Outcome: 5-minute alerts (AI vision + NLP monitoring listings 24/7)
Tags: REAL ESTATE, LISTING MONITORING, AI VISION, NLP, INSTANT ALERTS

An AI-powered real estate acquisition monitor that scans new listings across multiple sources, analyzes photos and descriptions for signs of distress, and sends instant alerts with the property, agent, source, and AI flag reason. A live dashboard tracks new listings, flagged opportunities, alert activity, response time, and the reasons each property was surfaced.

**The Problem**
Distressed-property opportunities are easy to miss when acquisitions teams have to check multiple listing sources and review every photo and description by hand.

**Continuous Monitoring**
• Tracks new real estate listings across multiple sources 24/7
• Reviews property photos for visible damage, neglect, and other distress signals
• Scans listing descriptions for keywords and context patterns using NLP

**AI-Powered Alerts**
• Flags matching properties and records the reason behind each alert
• Sends listing, location, price, agent, brokerage, and source details by SMS or email
• Surfaces opportunities within minutes so the team can respond faster

**Acquisitions Dashboard**
• Tracks new listings, AI-flagged properties, alerts sent, and response time
• Breaks alerts down by property condition, description keywords, and below-market pricing
• Keeps recent flagged listings and listing activity in one review queue

**The Outcome**
• Gives acquisitions teams a focused feed instead of a manual search across every listing
• Keeps opportunity monitoring active outside working hours
• Makes every alert explainable with its source and AI flag reason

Media:
- [image] AI-Powered Real Estate Listing Monitor: https://storage.googleapis.com/hisham-portfolio-assets/thumbnails/vibe-coded/real-estate-listing-monitor-ai-hero-v2.png

### GOHIGHLEVEL AI CRM AUTOMATION [FEATURED]
Industry: Agencies · CRM
Outcome: Zero leads slip through (Follow-ups, bookings & reviews on autopilot)
Tags: GOHIGHLEVEL, N8N, MAKE.COM, CRM AUTOMATION, AGENCIES

An AI-powered CRM automation system for agencies, built on GoHighLevel and supercharged with n8n and Make. Every lead, conversation, appointment, and pipeline stage lives in one dashboard — while automations handle missed-call text-backs, lead nurture sequences, review requests, and booking. Anything in GoHighLevel, automated, so no lead ever falls through the cracks.

**What It Does**
• GoHighLevel CRM as the hub — pipelines, calendars, and messaging in one place
• Supercharged with n8n and Make automations for anything GoHighLevel can't do alone
• Every lead, conversation, appointment, and pipeline stage tracked automatically

**Core Automations**

**Missed-Call Text Back**
• Instantly texts back missed calls so hot leads never go cold

**Lead Nurture**
• Automated follow-up sequences that warm leads all the way to a booking

**Review Requests**
• Auto-requests reviews from happy clients to build reputation on autopilot

**Booking Automation**
• Qualifies leads and books them straight into the calendar

**The Stack**
• GoHighLevel — CRM, pipelines, calendars, two-way messaging
• n8n — custom workflow automations and integrations
• Make.com — visual automations connecting every tool together
• Wired so all three operate as one system

**The Outcome**
• No lead falls through the cracks
• Follow-ups, bookings, and reviews run without anyone lifting a finger
• Agencies serve more clients without adding headcount

### COMFYUI BATCH IMAGE AUTOMATION [FEATURED]
Industry: E-commerce · Product Imagery
Outcome: 1000s of images per run (Batch-generated, sorted & uploaded — hands-off)
Tags: COMFYUI, BATCH PROCESSING, IMAGE AUTOMATION, SEGMENTATION, CLAUDE

A high-volume image production pipeline built in ComfyUI and orchestrated with Claude. Feed in a handful of source shots and the system generates hundreds of variations per product — colors, materials, studio and lifestyle backgrounds — then segments each one, removes backgrounds, builds Excalidraw boards, sorts everything into a clean folder hierarchy, and auto-uploads the finished assets to Google Drive. A single run produces thousands of organized, delivery-ready images with zero manual editing.

**The Problem**
Product and content teams need hundreds — sometimes thousands — of image variations per item: every color, every material, every background, studio and lifestyle. Doing that by hand in Photoshop is weeks of work and never scales.

**What It Does**
• Drop in a few source images and a prompt — Claude writes and tunes the ComfyUI instructions
• ComfyUI runs the batch: hundreds of variations per product, generated in parallel
• Every output is segmented, background-removed, organized, and uploaded automatically

**The Pipeline**
• Load Images → Prompt (Claude) → Settings → ComfyUI Pipeline
• Branches out to Segmentation, Variations, Excalidraw boards, Folder Organization, and GDrive Upload
• Fully configurable ComfyUI graphs — swap models, styles, and steps per project

**Built For Volume**

**Segmentation**
• Smart masks and clean object isolation on every single image

**Auto Variations**
• Generate hundreds of color, material, and background options from one source

**Excalidraw Boards**
• Auto-create visual boards and docs straight from the outputs

**Folder Structure**
• Outputs sorted into a clean hierarchy by product, color, and style

**GDrive Upload**
• Finished assets auto-uploaded, synced, and ready to share

**The Numbers**
• Thousands of images processed per batch — high-volume, at scale
• 100+ products and variation sets supported
• Parallel pipelines for maximum throughput — bulk processing, fully hands-off

**The Outcome**
• Weeks of manual editing collapse into a single automated run
• Every asset is consistent, masked, organized, and delivery-ready
• Teams ship entire product image libraries without a designer touching each file

### CUSTOM ECOMMERCE SYSTEMS [FEATURED]
Industry: E-commerce · Retail
Outcome: Own your entire store (Open-source stack, no platform fees or lock-in)
Tags: MEDUSA, NEXT.JS, OPEN-SOURCE, HEADLESS COMMERCE, B2B / DTC

Custom e-commerce systems built on Medusa and Next.js, the leading open-source commerce stack. Instead of renting a store on a closed platform, the whole thing is custom and fully owned: storefront, cart, checkout, admin dashboard, and product and order workflows. Built for both B2B and DTC, and ready to plug AI and automation straight into the catalog, checkout, and fulfillment. No per-sale platform fees, no lock-in.

**What It Is**
• Custom online stores built on Medusa (open-source commerce) and Next.js
• A fully owned alternative to closed platforms: own the code and the data
• Storefront, cart, checkout, admin, and product and order workflows, all customizable

**Why Open-Source**
• Built on Medusa, the #1 open-source commerce platform on GitHub
• No per-sale platform fees and no vendor lock-in
• The entire codebase is yours to extend, self-hosted or in the cloud

**What It Includes**

**Storefront**
• Fast, custom Next.js storefront designed around the brand

**Cart & Checkout**
• Smooth cart and checkout with modern payment options

**Admin & Orders**
• Products, inventory, orders, customers, and discounts in one dashboard

**B2B / DTC**
• Handles both business and direct-to-consumer models

**AI-Ready**
• Built to plug AI and automation into catalog, checkout, and fulfillment (Medusa MCP)

**The Point**
• A store built exactly how the business works, not squeezed into a template
• No platform tax on every sale
• Room to scale and customize without hitting a wall

### EQUIPMENT MANAGEMENT SYSTEM [FEATURED]
Industry: Media Ops · Equipment
Outcome: Every asset tracked (QR checkout, reservations, approvals and usage history)
Tags: QR TRACKING, EQUIPMENT BOOKING, ASSET MANAGEMENT, APPROVALS, STUDIO OPS

A full equipment management system for content teams that run multiple shoots and studios. Every camera, lens, light, mic, drone, and rig gets a QR identity. Employees reserve gear in advance, admins approve shoot requests, and pickup or return happens through a mobile scanner. The wall view shows what is available, damaged, reserved, or currently in use, so teams always know who has what and when it comes back.

**The Problem**
Growing content teams lose visibility once gear starts moving between studios, editors, creators, and outdoor shoots. Cameras, lenses, lights, and mics get borrowed, forgotten, damaged, or double-booked, and nobody knows who had the item last.

**What It Does**
• Gives every asset a unique QR code and asset ID
• Shows all available, reserved, in-use, and damaged equipment in one wall view
• Lets team members schedule shoots and reserve gear from a calendar
• Gives admins approval control before expensive equipment leaves the studio
• Tracks pickup and return through a mobile scanner

**Workflow**
• User creates a shoot with location, project, time, and requested gear
• Admin reviews and approves the reservation
• User scans the QR code on the asset to check it out
• System marks the item as picked up and shows active usage
• User scans or taps return when the shoot is done

**What Leaders See**
• Which gear is free, booked, damaged, or in use
• Who picked up each asset and for which shoot
• How long equipment has been out
• How many shoots are happening at the same time
• Usage history that helps decide whether to rent, buy, repair, or replace gear

**The Outcome**
• No more guessing where expensive studio gear went
• Fewer double bookings and missing assets
• Cleaner accountability across studios, outdoor shoots, and production teams

### KNOWLEDGE MANAGEMENT SYSTEM [FEATURED]
Industry: Internal Ops · Training
Outcome: 8 hours to 30 minutes (Training, tests, docs and answers in one place)
Tags: KNOWLEDGE BASE, ONBOARDING, AI SEARCH, SOP TRAINING, INTERNAL TOOLS

A company knowledge and onboarding system that converts static SOPs, training documents, and internal videos into an interactive learning and search platform. New team members move through locked modules, pass quick checks, submit final work for review, and ask an AI assistant questions across docs and videos. Answers come with sources and timestamps, so internal knowledge becomes searchable, teachable, and trackable.

**The Problem**
Most company knowledge lives in long documents, scattered videos, SOP folders, and people's heads. New hires are told to read everything, but leaders cannot see what they understood, where they got stuck, or whether they can actually apply the process.

**App 2: Smart Onboarding**
• Converts existing SOP documents into step-by-step training modules
• Each module unlocks only after the person passes a quick check
• Tests are generated from the training material, so managers do not need to write every MCQ manually
• Tracks progress, completed modules, wrong answers, and gaps
• Final task lets the new hire submit real work against a checklist for review

**App 4: Knowledge Interface**
• Lets employees ask questions across internal videos, documents, SOPs, and technical docs
• AI answers with the exact source, timestamp, or reference material
• Works for policies, editing rules, production workflows, engineering docs, and management training
• Gives new people answers without waiting for a senior person to repeat the same explanation

**What It Replaces**
• Long unread onboarding docs
• Repeated internal training sessions
• People asking the same operational questions in chat
• Senior team members being interrupted for answers already written somewhere

**The Outcome**
• Internal knowledge becomes interactive instead of passive
• New hires can contribute faster because the process is codified
• Leaders see exactly who completed training and where the gaps are
• Documentation finally becomes something people can use, not just something stored

### UNIFIED PROJECT DASHBOARD + 23-AGENT BIDDING SYSTEM [FEATURED]
Industry: Construction · Dubai
Outcome: 80-90% faster bids (Weeks of prep compressed to hours)
Tags: MULTI-AGENT, BIDDING AUTOMATION, DASHBOARD, GOVERNMENT, AI PIPELINE

Unified project dashboard that tracks multiple construction projects simultaneously, while 23 AI agents work in parallel to complete the government bidding process end-to-end. What previously required a team of people over 15 days now completes in 15 minutes — a 99.3% time reduction on one of the most revenue-critical workflows in construction.

**The Problem**
Government bidding in construction is a document-heavy, multi-step process that ties up senior staff for days. Every bid missed is a contract lost.

**The Solution**
• Unified dashboard gives a real-time view of all active projects, deadlines, and bid status
• 23 AI agents run simultaneously — each handles a specific part of the bidding workflow: document extraction, requirement matching, pricing analysis, compliance check, form filling, submission
• Agents coordinate with each other, escalate blockers, and produce a complete bid package

**The Outcome**
• 15 days → 15 minutes (99.3% time reduction)
• Senior staff freed from manual bid preparation
• More bids submitted = more revenue opportunities

### ATTRITION + ONBOARDING PREDICTION ENGINE [FEATURED]
Industry: HR · Consumer
Outcome: 15-50% less attrition (IBM saved $300M with the same approach)
Tags: AI PREDICTION, HR ANALYTICS, ONBOARDING, ATTRITION, AUTOMATION

AI-powered HR intelligence platform that predicts employee attrition before it happens, automates onboarding workflows, and delivers people analytics that give HR leaders the data they need before problems compound into costly replacement cycles.

**Attrition Prediction**
• ML model trained on historical HR data — attendance, performance, tenure, role changes, manager interactions
• Outputs a risk score per employee with explainability: why this person is at risk
• Weekly dashboard highlights who needs attention before they hand in notice

**Onboarding Intelligence**
• Automated onboarding journey — task assignments, check-ins, buddy pairing, deadline tracking
• New hire sentiment tracking — early signals of disengagement caught and escalated
• Manager nudges sent automatically when onboarding milestones are missed

**The Outcome**
• Reduces hiring costs by preventing exits before they happen
• Prevents talent bleed in competitive hiring markets
• Gives HR leaders a data-driven view of workforce health

### PROCUREMENT + SUPPLY CHAIN + INVENTORY + DESIGN [FEATURED]
Industry: Manufacturing
Outcome: 15-30% cost reduction (Sourcing cycles cut by 40%)
Tags: PROCUREMENT, SUPPLY CHAIN, INVENTORY, DESIGN AI, ENTERPRISE

Four interconnected AI systems delivered in a single engagement for a manufacturing company: procurement agents that automate vendor interactions, supply chain forecasting that prevents disruptions, inventory management intelligence that eliminates stockouts and overstock, and design co-pilots that accelerate product development cycles.

**1. Procurement Agents**
• AI handles vendor RFQs, comparison, and PO generation
• Tracks contracts, renewal dates, and supplier performance

**2. Supply Chain Forecasting**
• Predicts supply disruptions before they hit production
• Demand forecasting across SKUs and seasons

**3. Inventory Intelligence**
• Real-time stock levels across warehouses
• Auto-reorder triggers, dead stock identification, overstock alerts

**4. Design Co-Pilots**
• AI-assisted product design iteration
• Reference image → variant generation → team review workflow

**The Outcome**
• Four mission-critical systems replaced manual ops
• Prevents stockouts and overstock simultaneously
• Speeds up product design cycles

### PROJECT COST BENCHMARKING TOOLKIT [FEATURED]
Industry: Media Production
Outcome: 10-30% more accurate (Overruns caught before greenlight)
Tags: COST PREDICTION, AI, PRODUCTION, BENCHMARKING, FINANCE

AI-powered project cost benchmarking tool purpose-built for production houses. Input project requirements and get an accurate cost prediction before committing a single dollar. Solves every production house's nightmare: overruns discovered mid-project when it's too late to course-correct.

**The Problem**
Production projects are notorious for budget overruns. By the time you discover the problem, you're already halfway through.

**How It Works**
• Input project brief: format, duration, locations, crew size, talent, equipment
• System cross-references historical project data + market rates + vendor benchmarks
• Outputs a detailed cost breakdown with confidence ranges and risk flags
• Surfaces the categories most likely to blow out based on similar past projects

**The Outcome**
• Budget overruns caught before they happen
• Finance and creative teams aligned on realistic numbers before greenlight
• Every production house's nightmare — solved

### INFLUENCER MARKETING + FINANCE/INVOICE AUTOMATION [FEATURED]
Industry: Media · Agencies
Outcome: 70% less management time (50% more clients, same team size)
Tags: INFLUENCER MARKETING, INVOICE AUTOMATION, AGENCY OPS, FINANCE AI, WORKFLOW

Two systems in one engagement: an influencer marketing automation platform that runs the entire campaign division end-to-end, paired with a finance and invoice management system that handles the hundreds of invoices flowing in and out monthly at a media agency. Replaces manual ops headcount while improving campaign execution speed and financial clarity.

**Influencer Marketing Automation**
• Campaign brief → influencer discovery → outreach → negotiation tracking → contract generation → content brief delivery → approval workflow → post-campaign reporting
• Every step that was handled manually by a team of coordinators now runs through the system
• Real-time campaign dashboard: deliverables, timelines, performance per creator

**Finance/Invoice Management**
• Hundreds of invoices per month — influencer payments, agency commissions, vendor bills
• AI reads, categorizes, and routes invoices for approval automatically
• Flags anomalies, duplicates, and missing POs
• Generates payment schedules and cash flow forecasts
• Finance team sees a single source of truth instead of email chains

**The Outcome**
• Replaces entire ops headcount for the influencer marketing division
• Speeds up campaign execution (no more coordination bottlenecks)
• Cleans up financial visibility completely

### SELF-EVALUATING CONTENT PRODUCTION SYSTEM
Industry: Content Platform
Outcome: 2-4 weeks → hours (10x output, zero human bottleneck)
Tags: AI PIPELINE, TTS, AUTO-POSTING, SELF-EVALUATING, GOOGLE CLOUD

A fully autonomous content production system that creates, edits, posts, and self-improves — no human in the loop. AI generates scripts, produces avatar videos via TTS, captions and stitches everything, then auto-posts across 9+ platforms. A heartbeat system continuously tracks each video's performance — views, engagement, retention. That data feeds back into the video engine to self-evaluate and improve future scripts, pacing, hooks, and formats. The system learns what works and adapts. On top of that, full multi-account management, content calendar, per-video analytics dashboards, and scheduling — all from one interface.

**The Self-Evaluating Loop (Core Innovation)**
• The system produces content autonomously — AI writes scripts, generates TTS audio, creates AI avatar videos, adds captions, stitches everything together, and auto-posts across 9+ platforms. Zero human intervention required.
• After posting, a heartbeat system continuously monitors each video's performance — views, engagement rate, retention, shares, saves.
• Performance data is fed back into the video engine. The system self-evaluates: what hooks worked, which scripts drove retention, what pacing kept viewers. It then adapts future scripts, formats, and hooks based on what actually performed.
• Scripting is the primary optimization target — the system learns what language, structure, and hooks drive engagement, then generates improved scripts for the next batch.

**The Production Pipeline**
• Script Generation → AI writes scripts optimized based on historical performance data
• Script to Audio — TTS webhook converts scripts to natural speech, stored in Google Cloud Storage
• Audio to Avatar Video — AI avatar webhook generates talking-head videos (1-5 min processing with progress tracking)
• Captioning & Stitching — Auto-captions generated, video segments stitched into final output
• Thumbnail Generation — Custom thumbnails via webhook, auto-linked to videos
• Auto-Post — Published across all connected platforms simultaneously

**Heartbeat Performance Tracking**
• Continuous monitoring of every posted video's metrics
• Platform-specific Apify actors scrape: views, likes, comments, shares, saves, retention
• Timestamped snapshots for historical growth tracking
• Performance signals fed back to the script engine for self-improvement

**Multi-Account System**
• Link multiple social media accounts via Blotato API
• Each account is fully isolated — own gallery, analytics dashboard, posting history, and scheduling
• Create, edit, sync, and delete accounts with subaccount support (Facebook Pages, LinkedIn Company Pages)

**Video Gallery & Content Calendar**
• Grid layout with glassmorphic cards — thumbnail, title, duration, status badges (Draft, Published, Scheduled, Failed)
• Filter by account, sort by performance metrics, search by script content
• Visual month/week calendar, color-coded by account/platform

**Auto-Posting & Scheduling**
• 9+ platforms: Twitter/X, Instagram (Reels/Stories/Feed), TikTok, YouTube, Facebook (Pages/Reels), LinkedIn, Pinterest, Threads, Bluesky
• Publish Now, Schedule for later, or Next Free Slot
• Platform-specific config, real-time status polling

**Per-Account & Global Dashboards**
• Summary cards: Total Views, Likes, Comments, Shares, Engagement Rate, Posts Published
• Trend charts, sortable content performance table, top 5 posts highlighted
• Global dashboard with combined metrics, platform comparison, best posting times heatmap

**Tech Stack**
• Next.js 15 (App Router) + React 19 + TypeScript
• Tailwind CSS v4 + shadcn/ui + shadcn-glass-ui (dark glassmorphism theme)
• Google Cloud: Cloud Run, Cloud Storage, Firestore, Secret Manager, Cloud Build
• Blotato API for publishing, Apify API for analytics
• All webhooks (TTS, Avatar, Thumbnail) are user-configurable in settings

Media:
- [image] Self-Evaluating Content System — 01: https://storage.googleapis.com/hisham-portfolio-assets/thumbnails/vibe-coded/content-engine-gallery-1.jpg
- [image] Self-Evaluating Content System — 02: https://storage.googleapis.com/hisham-portfolio-assets/thumbnails/vibe-coded/content-engine-gallery-2.jpg
- [image] Self-Evaluating Content System — 03: https://storage.googleapis.com/hisham-portfolio-assets/thumbnails/vibe-coded/content-engine-gallery-3.jpg
- [image] Self-Evaluating Content System — 04: https://storage.googleapis.com/hisham-portfolio-assets/thumbnails/vibe-coded/content-engine-gallery-4.jpg
- [image] Self-Evaluating Content System — 05: https://storage.googleapis.com/hisham-portfolio-assets/thumbnails/vibe-coded/content-engine-gallery-5.jpg
- [image] Self-Evaluating Content System — 06: https://storage.googleapis.com/hisham-portfolio-assets/thumbnails/vibe-coded/content-engine-gallery-6.jpg

### HOTEL MANAGEMENT SYSTEM
Industry: Hospitality
Outcome: 30% higher order value (Digital upsells + 30% faster table turns)
Tags: FULL-STACK, QR ORDERING, ADMIN PANEL, STOCK, PAYMENTS

Everything a hotel or restaurant needs to operate — QR code table ordering, real-time kitchen dashboard, stock management, payments, sales reports, and a public-facing website. Three interconnected apps in one system.

**3 Interconnected Web Applications**

**1. Public Restaurant Website**
• Landing page with reservation booking, event listings, and enquiry forms
• Professional presentation for the restaurant/hotel brand

**2. QR Code Ordering System**
• Supports 50+ tables — customers scan, browse the menu, and place orders from their table
• No app download needed, works on any phone browser

**3. Full Admin Console**
• Real-time order tracking with status flow: Pending → Preparing → Ready → Completed
• Menu management — add/remove items, update prices, manage categories
• Stock management with inventory tracking
• Staff login system with role-based access
• Sales reports with CSV export
• Customer enquiry management
• Events section with image/video uploads
• Orders appear in real-time on the admin dashboard
• Bill receipts sent via email

**Tech Stack**
• Full-stack web application deployed on Google Cloud
• Real-time updates across all three applications
• Built with Antigravity and Claude Code

Media:
- [video] Hotel Management System Demo: https://storage.googleapis.com/hisham-portfolio-assets/videos/vibe-coded/hotel-management-demo.mp4

### VASOOL AI
Industry: Fintech
Outcome: 25% higher recovery rate (Handles 60-80% of calls without humans)
Tags: AI AGENT, TWILIO, WHATSAPP API, VOICE CALLS, COMPLIANCE

An AI-powered money recovery platform for collection agencies. The AI agent handles the entire outreach cycle — WhatsApp reminders, voice calls via Twilio, escalation workflows, and full interaction summaries. Built-in RBI compliance ensures everything stays within legal boundaries.

**How It Works**
• Each agency gets their own login with all borrowers in a dashboard
• Based on outstanding amounts, the AI agent decides how and when to reach out
• Soft WhatsApp reminders before due dates, then AI voice calls via Twilio after
• Escalation flow: Soft Reminder → Firm Notice → Final Notice → Human Handoff

**AI Agent Capabilities**
• Speaks multiple languages with custom call scripts per agency
• Every interaction gets an AI-generated summary: call success, rejection, customer tone, payment promises
• Full conversation transcripts stored for every call
• Credit scores sync throughout the process

**RBI Compliance (Built-in)**
• Respects citizen rights — no threats, no harassment
• Calling only during legally permitted hours
• No PII leakage, respects DND (Do Not Disturb) lists
• Pushes firmly but respectfully within all regulatory boundaries

**Tech Stack**
• Full-stack application with Twilio for voice calls
• WhatsApp Business API for messaging
• AI-powered call script generation and summarization
• Real-time dashboard with agency-level isolation

Media:
- [image] Vasool AI Dashboard: https://storage.googleapis.com/hisham-portfolio-assets/thumbnails/vibe-coded/vasool-ai-1.png
- [image] Vasool AI Agent View: https://storage.googleapis.com/hisham-portfolio-assets/thumbnails/vibe-coded/vasool-ai-2.png
- [image] Vasool AI Call Interface: https://storage.googleapis.com/hisham-portfolio-assets/thumbnails/vibe-coded/vasool-ai-3.png

### REAL ESTATE MARKETING SYSTEM
Industry: Property Marketing
Outcome: 403% more inquiries (Properties sell 31-68% faster)
Tags: MARKETING, FPV DRONE, VOICE CLONE, TIMELAPSE, REAL ESTATE

One system for all property marketing content — AI walkthroughs from static photos, personalized FPV drone tours with voice-cloned narration, construction timelapses, and UGC-style social media content. Everything a real estate business needs.

**Content Types**

**AI Property Walkthroughs**
• Transform static property photos into cinematic walkthrough videos
• AI-generated camera movements and transitions
• Perfect for listings that don't have video footage yet

**Personalized FPV Drone Tours**
• Cinematic FPV drone footage of properties
• Voice-cloned narration personalized per property/agent
• Immersive experience that captivates potential buyers

**Construction Timelapse**
• Automated timelapse generation from raw construction footage
• Watch buildings rise from foundation to finish
• Great for pre-sale marketing and investor updates

**UGC-Style Property Content**
• Authentic, relatable property showcases for social media
• Designed for virality on Instagram, TikTok, YouTube Shorts
• Combines professional quality with casual UGC feel

**Tech Stack**
• AI-powered video generation and editing pipeline
• Voice cloning for personalized narration
• Automated processing and cloud storage
• Output optimized for multiple social media platforms

Media:
- [video] FPV Drone Walkthrough: https://storage.googleapis.com/hisham-portfolio-assets/videos/real-estate/fpv-drone-walkthrough.mp4
- [video] Construction Timelapse: https://storage.googleapis.com/hisham-portfolio-assets/videos/real-estate/construction-timelapse.mp4

### INTERIOR DESIGNER AI TOOL
Industry: Interior Design
Outcome: 80-98% faster renders (What took days now takes minutes)
Tags: AI DESIGN, 400+ WORKFLOWS, IMAGE GENERATION, VIDEO, INTERIOR DESIGN

400+ AI-powered image and video generation workflows purpose-built for interior designers. Built on multiple APIs and tools working together — generate complete room concepts, photorealistic renders, mood boards, and cinematic video fly-throughs — all from a single interface built specifically for design professionals.

### WEDDING & EVENTS PLANNING
Industry: Wedding · Events
Outcome: 100+ workflows (Halls, decor, dresses, pre/post-wedding shoots — visualized before booking)
Tags: AI DESIGN, WEDDINGS, EVENT PLANNING, VISUALIZATION, VENUE & DECOR

AI visualization platform for wedding and event planners. Generate photorealistic previews of marriage halls dressed with the venue's actual assets, design bride and groom outfits, mock up pre-wedding and post-wedding photoshoots, and render every decor concept before a single vendor is booked. Couples see their wedding before they commit to it.

Media:
- [image] Pre & Post-Wedding Shoot Visualizations: https://storage.googleapis.com/hisham-portfolio-assets/thumbnails/vibe-coded/wedding-events-gallery-1.jpg

### CAR DESIGN AI PLATFORM
Industry: Automotive
Outcome: 100+ workflows (No photoshoot, no 3D artist needed)
Tags: AI DESIGN, 100+ WORKFLOWS, AUTOMOTIVE, DESIGN, VISUALIZATION

100+ AI workflows for automotive design teams and dealerships. Generate photorealistic concept renders, explore color and trim variants, swap backgrounds, and apply custom textures — presentation-ready visuals without needing a 3D modeler or a photoshoot.

Media:
- [image] Workflow Outputs — Colors, Parts, Backgrounds & Textures: https://storage.googleapis.com/hisham-portfolio-assets/thumbnails/vibe-coded/car-design-gallery-1.png

### HAIRSTYLE PREVIEW APP FOR BARBERS
Industry: Barbershops
Outcome: 39% more upsells (58% more bookings with try-on)
Tags: AI, HAIRSTYLE, BARBERS, TEMPLATES, PREVIEW APP

AI hairstyle preview application built for barbershops and salons. Customers try on hundreds of hairstyle templates overlaid on their own photo before committing. Barbers close more upsells, customers leave happier — zero guesswork on either side.

Media:
- [image] Hairstyle & Hair-Color Try-On Outputs: https://storage.googleapis.com/hisham-portfolio-assets/thumbnails/vibe-coded/hairstyle-barber-gallery-1.jpg

### AI PET PORTRAIT STUDIO
Industry: Pet · Branding
Outcome: Photo → art in seconds (No photoshoot, no illustrator)
Tags: AI DESIGN, PET PORTRAITS, STYLE TRANSFER, MARKETING MOCKUPS, SAAS

An AI SaaS platform for pet portraits and pet-brand marketing. Upload a few photos of any pet, choose a style, and generate stylized art portraits — from astronaut and cinematic to playful illustrated looks — plus polished marketing mockups ready for products, ads, and social. Built for pet brands, photographers, and gifting businesses that need high-quality pet visuals on demand.

**What It Does**
• Upload a few photos of any pet
• Choose from a library of portrait styles
• Generate stylized art portraits in seconds — likeness preserved across every style

**Three Outputs**

**1. Stylized Portraits**
• Turn an ordinary pet photo into art — astronaut, cinematic, renaissance, illustrated, and more
• Consistent, recognizable likeness in every style

**2. Marketing Mockups**
• Drop the generated portrait onto products, ads, and social templates
• Presentation-ready brand assets without a designer

**3. SaaS Workflow**
• Simple 3-step flow: Upload Photos → Choose Style → Generate
• A library of popular styles, reusable across pets and campaigns

**Who It's For**
• Pet brands and merch businesses
• Pet photographers and gifting stores
• Anyone who wants studio-quality pet art without a shoot

Media:
- [image] Pet Portrait — Generated Set 01: https://storage.googleapis.com/hisham-portfolio-assets/thumbnails/vibe-coded/pet-portrait-gallery-1.jpg
- [image] Pet Portrait — Generated Set 02: https://storage.googleapis.com/hisham-portfolio-assets/thumbnails/vibe-coded/pet-portrait-gallery-2.jpg

### INTERNAL OPERATION TOOLS
Industry: Business Operations
Outcome: 60-70% of tasks automated (Staff focus on high-value work only)
Tags: AUTOMATION, INTERNAL TOOLS, N8N, AI AGENTS, OPS

Suite of custom internal operation tools built to automate and consolidate daily business workflows. No off-the-shelf compromises — every tool is purpose-built for the client's exact process. From data pipelines and approval flows to reporting dashboards and AI-assisted decision support.

(Older Systems work, kept in the archive:)

### RETRO GAMING PLATFORM [ARCHIVED]
Tags: FULL-STACK, GOOGLE CLOUD, QR CODE, MULTIPLAYER, WEB APP

Cloud-hosted retro gaming platform — visit the website, scan a QR code, and your phone becomes the controller. Play classics like Contra, Mario, and Adventure Island with multiplayer support.

**How It Works**
• All games hosted on Google Cloud — no downloads, no installs
• Visit the website on any screen (TV, laptop, tablet)
• Scan the QR code with your phone — it instantly becomes the controller
• Multiplayer support for games that have two-player modes

**Game Library**
• Classic OG games: Contra, Mario, Adventure Island, and more
• Supports games up to PS2 generation (few MBs each)
• Old console stuff that runs entirely on CPU — no GPU needed
• Games load instantly from cloud storage

**Tech Stack**
• Full-stack web application on Google Cloud
• QR code pairing system for mobile controller
• WebSocket-based real-time input from phone to game
• Browser-based emulation — works on any modern device

Media:
- [video] Retro Gaming Platform Demo: https://storage.googleapis.com/hisham-portfolio-assets/videos/vibe-coded/retro-gaming-demo.mp4

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# CLIENT TESTIMONIALS
- "Great knowledge of automation, hard worker, went above expectation"
  Client: Benjamin | Project: Video Automation | Aug 18, 2025 — Oct 23, 2025
  Highlights: Committed to Quality, Reliable, Accountable for Outcomes
- "Great working with you. Will re-hire for future project"
  Client: Franklin | Project: Image Generation App | Jun 17, 2025 — Jun 22, 2025
  Highlights: Fast Delivery, Skilled, Would Rehire
- "Great knowledge of AI, what you built helped me bring in more customers and serve them better"
  Client: Lokesh | Project: AI Automation for Customer Support
  Highlights: Deep AI Knowledge, Business Impact, Client-Focused
- "Working with you was a hassle-free experience. Loved the way you solved our problem and helped us build an organized system around it. We are just doubling down on what we were doing — and not worried about things messing up."
  Client: Robert | Project: AI Sales Caller + CRM System
  Highlights: Hassle-Free, Organized Systems, Peace of Mind
- "We loved the batch processing automation you built — it was super accurate on exactly what we wanted for our products. Impressive that you pulled it off with local ComfyUI models, and it saved us a lot of capital."
  Client: Dave | Project: ComfyUI Batch Automation
  Highlights: Pinpoint Accurate, Local ComfyUI Models, Saved Capital

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