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MAhsaanUllah/README.md

Muhammad Ahsaan Ullah

AI Engineer | Building Production Agentic Systems & Full-Stack ML Apps | FastAPI • React • PyTorch • LangChain

LinkedIn Email

Building production-ready AI systems that solve real problems · Lahore, Pakistan 🇵🇰


About Me

I am an AI Engineer specializing in end-to-end AI systems — from training deep learning models to deploying scalable production applications. I focus on building things that actually work and ship, bridging the gap between raw AI research and real-world software.

Recently, I architected and deployed TarkaBot, a live multi-tenant B2B SaaS for restaurants featuring custom Roman Urdu NLP, and DeepFakeShield, a 3-class deepfake detection system with 99.9% video accuracy. I have also built advanced AI agents for global hackathons using Gemini, Claude, and AMD MI300X.

With my coursework completed, I am fully available and actively open to full-time, remote, or on-site Junior AI / Agentic Engineer roles.

  • 🌌 Project Aura — Built for the AMD Global Hackathon 2026.
  • 🔍 AuraScout AI — Built an advanced OSINT and web scraping tool.
  • 🛡️ DeepFakeShield — Developed an AI deepfake detection model (99.9% video accuracy).
  • 🍽️ TARKABOT — Built a WhatsApp order management SaaS for local restaurants.
  • 🚀 GitLab AI Hackathon 2026 — Developed an application using Google Gemini Live API.

🚀 Featured Projects


🍽️ TARKABOT — AI-Powered WhatsApp Restaurant Operating System (SaaS)

FastAPI React Supabase PostgreSQL Docker

A production-grade, multi-tenant B2B SaaS that automates restaurant operations. It intercepts WhatsApp orders via a custom Roman Urdu NLP algorithm and manages them through a real-time Kanban kitchen dashboard and POS terminal.

🌐 Live TarkaBot
🤖 NLP Custom Roman Urdu parser with fuzzy matching
🗄️ Database Multi-tenant PostgreSQL with strict Row Level Security
☁️ Deploy Docker · DigitalOcean · Vercel · Supabase

🔗 View Showcase


🛡️ ExportShield Pro — ZATCA Compliance Engine (Cloud SaaS & Offline Node)

Next.js FastAPI Supabase Python ZATCA

An enterprise-grade e-invoicing platform for Saudi Arabia & Pakistan exporters. Automatically maps raw Excel data using AI-heuristics, validates tax rules in real-time, and generates fully compliant UBL 2.1 XML and bilingual Arabic/English PDFs with cryptographic Base64 TLV QR codes.

☁️ Cloud SaaS Next.js 14 · FastAPI · Supabase Auth & Storage · Multi-tenant RLS
🤖 AI Pipeline SmartMap AI heuristic column mapping + Gemini-Flash-1.5 auto-fixing
🖥️ Offline Node Shipped Gold Master v1.0.4 Windows .exe with node-locked hardware licensing
🔐 Security Client-side AES database encryption · Tenant isolation · JWT Rate Limiting

🔗 View Showcase


🔍 AuraScout AI — Next-Gen OSINT Intelligence Engine

Vite React Tailwind CSS AI

An advanced OSINT (Open Source Intelligence) and web reconnaissance platform.

🌐 Live Demo mahsaanullah.github.io/AuraScout-AI
🛠️ Stack React, Vite, Tailwind CSS
🛡️ Core Real-time web intelligence and data gathering

🔗 View Repository


🛡️ DeepFakeShield — AI Forensic Detection System

PyTorch FastAPI React OpenCV

A production-grade 3-state deepfake detection system (Real / Fake / AI-Generated). Features a high-accuracy video inference pipeline with temporal majority-voting and a secure FastAPI backend.

🎯 Accuracy 99.9% Video Inference · 95.83% Image (XceptionNet-41)
🧠 Models XceptionNet · EfficientNet-B4 · MobileNetV3 (Ensemble Mode)
⚙️ Backend FastAPI · Custom API Key Auth · Async Multipart Buffering
🛡️ Security Robust timeout decorators & OOM crash protection

🔗 View Showcase


🌌 Project Aura — Forensic Intelligence Engine (AMD Global Hackathon)

AMD ROCm vLLM Streamlit

High-performance forensic reasoning pipeline for real-time reconstruction of digital artifacts, powered by AMD Instinct™ MI300X acceleration (192GB VRAM).

🌐 Live Hugging Face Space
🧠 Model Qwen-72B-Agentic-Reasoner
🛠️ Core vLLM + ROCm™ 6.0 Integration
🛡️ Output Court-ready PDF forensic audit reports

🔗 View Repository


🎓 EduMentor Live — AI Bilingual Tutor (Deployed · Hackathon)

Gemini FastAPI CloudRun

Real-time multimodal tutoring app — live screen vision + native audio. English & Urdu bilingual support. Built for Google Gemini Live API Hackathon.

🌐 Live Open App
🎙️ Tech Gemini 2.0 Flash · WebSocket · WebRTC · Web Audio API
☁️ Deploy Google Cloud Run
🏆 Event Google Gemini Live API Hackathon

🔗 View Repository


🔒 SentinelFix AI — Automated Security Orchestration (GitLab Hackathon)

Claude GitLab Python

Multi-agent system that scans, analyzes, and auto-fixes security vulnerabilities using tiered Claude AI models — fully integrated with GitLab CI/CD.

🤖 Agents Scanner agent + Remediation fixer agent
🧠 AI Claude 3.5 Haiku (scan) · Claude 3.5 Sonnet (fix)
🔄 Pipeline GitLab CI/CD integrated
🏆 Event GitLab AI Hackathon 2026

🔗 View Repository


🖱️ GestureMouseCV — Hand Gesture Virtual Mouse

TensorFlow OpenCV MediaPipe

Real-time CV pipeline: webcam → MediaPipe hand landmarks → gesture classifier → OS mouse control at 30 FPS. Includes full pytest suite and MIT license.

⚡ Speed 30 FPS real-time inference
🧠 Model Keras · Dense + Dropout · EMA smoothing
✅ Tests Full pytest suite · headless CI compatible
📜 License MIT Open Source

🔗 View Repository


🛠️ Technical Skills

Area Technologies
AI / ML PyTorch · TensorFlow · Scikit-learn · XceptionNet · BERT · Transformers
AI Agents LangChain · n8n · Gemini API · Pinecone · Claude API · RAG Systems
Backend FastAPI · Python 3.11 · REST APIs · PostgreSQL · SQLite · Redis
Frontend React 18 · TypeScript · Tailwind CSS · Streamlit
Computer Vision OpenCV · MediaPipe · WebRTC · WebSocket
Data & BI Pandas · NumPy · SQL · Power BI · Tableau
Cloud / DevOps Google Cloud Run · AWS Lambda · API Gateway · Vercel · Railway · Docker · GitHub Actions

📊 GitHub Stats

Stats


📁 More Projects

Repository Description Stack
aws-sentiment-analyzer Serverless sentiment API on AWS Lambda + API Gateway Python · AWS Lambda · API Gateway
Enterprise-RAG-Support-Automation Industrial RAG agent for machinery troubleshooting Gemini · Pinecone · n8n
fraud-detection-ml Fraud detection · 94.2% precision Scikit-learn · Streamlit
PDF-RAG-Chatbot-Gemini PDF Q&A chatbot LangChain · Gemini
desktop-media-ai-organizer AI-powered file organizer MobileNetV2 · Streamlit
MediVision-AI-Disease-Predictor Medical disease prediction Scikit-learn · Streamlit
Retail-Sales-Forecasting-Pipeline Sales forecasting · ARIMA + Prophet Pandas · Streamlit

📧 dev.ahsaan@gmail.com · 📍 Lahore, Pakistan · 🟢 Open to opportunities

Pinned Loading

  1. PDF-RAG-Chatbot-Gemini PDF-RAG-Chatbot-Gemini Public

    Python

  2. Retail-Sales-Forecasting-Pipeline Retail-Sales-Forecasting-Pipeline Public

    Jupyter Notebook

  3. ai-tool-calling-agent ai-tool-calling-agent Public

    An autonomous AI Agent built with n8n and Google Gemini that uses Multi-Step Reasoning to execute external tools (Calculator, Wikipedia) for solving complex queries.

  4. n8n-python-data-etl n8n-python-data-etl Public

    A robust ETL pipeline using n8n and Python to sanitize raw JSON data, demonstrating hybrid low-code orchestration with custom script-based data transformation.

    Python

  5. desktop-media-ai-organizer desktop-media-ai-organizer Public

    Automatically organize your desktop media files (images, memes, screenshots, documents) using AI-powered classification and a user-friendly interface.

    Python

  6. GestureMouseCV GestureMouseCV Public

    Control your PC with hand gestures via webcam — real-time Computer Vision pipeline using MediaPipe, OpenCV & TensorFlow. No mouse required.

    Python