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Umer-206/README.md

Muhammad Umer Iqbal

AI Engineer & Full-Stack Developer

Typing SVG

⚡ AI Systems 🖥️ Full-Stack Dev Pakistan 🌍 Remote Ready
Production-Grade AI Next.js · FastAPI · Laravel Lahore Open to Work

About Me

{
  "name":      "Muhammad Umer Iqbal",
  "role":      "AI Engineer & Full-Stack Developer",
  "location":  "Lahore, Pakistan",
  "education": "BS Gaming & Multimedia (Computer Software Engineering) - Superior University",
  "focus": [
    "Production-grade Computer Vision systems",
    "RAG Chatbots & Generative AI Pipelines",
    "AI Voice Calling Agents",
    "Full-Stack Web & ERP Platforms"
  ],
  "contact":   "umer.mhtecnologies@gmail.com"
}

I build end-to-end AI and web systems — from real-time CUDA-accelerated video pipelines to full-stack e-commerce platforms with integrated AI chatbots. My work spans computer vision, LLM integrations, and scalable backend APIs delivered to production environments.

🤖 AI & Agents 👁️ Computer Vision 📚 RAG & LLMs 🌐 Web Platforms
Voice · Automation · n8n YOLOv8 · ByteTrack · CUDA LangChain · pgvector · GPT-4o Next.js · FastAPI · Laravel

Professional Experience




Jan 2026 – Present

Bristol Mayer Biotech  ·  AI Engineer

• Designing and deploying AI-powered solutions for biotech workflows and data pipelines
• Building production-grade RAG systems for knowledge retrieval and document intelligence
• Integrating LLM APIs into internal tooling and client-facing applications
• Collaborating across cross-functional teams to deliver scalable AI infrastructure




Oct 2025 – Dec 2025

DeepVision.ai  ·  Generative AI Engineer (Intern)

• Developed and fine-tuned generative AI pipelines using state-of-the-art LLM frameworks
• Built and evaluated RAG architectures with vector search and semantic retrieval
• Implemented prompt engineering workflows and LangChain-based agent pipelines
• Contributed to research on multi-modal AI and document understanding systems




Aug 2025 – Sep 2025

Alpha Network  ·  AI Engineer (Intern)

• Built the One-Click Reordering Assistant — an AI-powered tool that analyzes purchase history and inventory data to automatically generate and submit reorder requests with a single click, reducing manual procurement time significantly
• Developed backend API integrations and LLM-driven decision logic for the assistant
• Conducted QA and optimization of AI inference pipelines in a production staging environment




Feb 2023

MH TECHNOLOGIES  ·  Laravel Developer

• Developed and maintained web applications using PHP Laravel and MySQL
• Built RESTful APIs and admin dashboards for client projects
• Implemented authentication, role-based access control, and CRUD operations

Education

BS Gaming & Multimedia (Computer Software Engineering)
The Superior University   2021 – 2025
 
ICS — Computer Science, Math, Physics
Punjab Group of Colleges   2020 – 2021
 
Matric — Computer Science
Allied School System   2018 – 2019

Licenses & Certifications

  Certification Issuing Organization
AI and Career Empowerment University of Maryland
LangGraph Essentials – Python LangChain
n8n Course: No Code AI Agent Builder Simplilearn
Data Science & Analytics HP LIFE
AI for Business Professionals HP LIFE
AI for Beginners HP LIFE
Huawei Certified Cloud Developer Associate – AI Huawei

Featured Projects

YouTube Video Summarizer Agent

AI-powered video summarization web app built with Streamlit

Streamlit LangChain Python

Layer Technology
UI / Frontend Streamlit
AI Pipeline LLM Summarization · Transcript Extraction API
Storage Session-based history tracking
Export Downloadable summary reports
  • Automatic transcript fetching from YouTube video URLs
  • LLM-driven summarization with structured output
  • Persistent history panel for previously summarized videos
  • One-click summary download in text format

Automated Fuel Station Audit System

Production-grade Computer Vision solution deployed at Shell fuel stations

YOLOv8 OpenCV Flask CUDA Python

Layer Technology
Object Detection YOLOv8 (custom-trained)
Vehicle Tracking ByteTrack multi-object tracker
Inference CUDA · GPU-accelerated OpenCV
Backend Python · Flask · WebSockets
  • Real-time staff compliance detection — uniform and PPE verification on live feeds
  • Multi-vehicle tracking across entry, service, and exit zones
  • Service time calculation per vehicle with automatic SLA breach flagging
  • Live dashboard streamed via WebSockets for station managers

Bristol Cosmetics ERP & E-Commerce Platform

Full-stack e-commerce platform with integrated ERP, AI chatbot, and CDN-backed media

Next.js FastAPI TypeScript MySQL OpenAI Cloudinary

Layer Technology
Frontend Next.js 14 · TypeScript · Tailwind CSS
Backend API FastAPI (Python)
Database MySQL
Media / CDN Cloudinary
Auth JWT — access + refresh token flow
AI Chatbot LLM-integrated customer support agent
  • Storefront with product catalog, search, cart, and checkout
  • Admin ERP dashboard — orders, inventory, analytics, and role management
  • AI chatbot for context-aware customer support on the storefront
  • SMTP email flows for order confirmations, shipping updates, and password resets

Technical Skills

AI & Machine Learning

Domain Tools & Technologies
Computer Vision YOLOv8 · OpenCV · ByteTrack · Real-time Object Tracking · CUDA Inference
RAG & LLM RAG Pipelines · LangChain · LangGraph · pgvector · Semantic Search · Prompt Engineering
AI Agents Voice Calling Agents · Summarization Agents · One-Click Automation · n8n
AI Detection Anomaly Detection · Compliance Verification · Content Classification
Generative AI GPT-4o · Hugging Face · Multi-modal AI · Document Intelligence

Backend Development

Framework Use Case
FastAPI (Python) REST APIs · async endpoints · JWT auth · ML model serving
Django (Python) Full-stack web apps · ORM · admin panels
PHP Laravel MVC web apps · Eloquent ORM · Artisan CLI · REST APIs
PHP Core Custom CMS · legacy system integrations
Flask Lightweight APIs · WebSocket servers · CV pipeline backends
Node.js Server-side JS · Express APIs · real-time features

Frontend Development

Technology Use Case
Next.js 14 SSR · App Router · TypeScript · full-stack React apps
React SPA development · component libraries · state management
TypeScript Type-safe frontend and backend development
Tailwind CSS Utility-first responsive UI
Bootstrap Rapid UI scaffolding · responsive layouts
jQuery DOM manipulation · AJAX · legacy frontend work

Databases & Infrastructure

Category Technology
Relational PostgreSQL · MySQL · PHP MySQL
Cloud / CDN Cloudinary · AWS
Containerization Docker
Real-time WebSockets · Redis
Version Control Git · GitHub

Tech Badges

Python FastAPI Django Laravel PHP Next JS React TypeScript Tailwind CSS Bootstrap Node.js OpenCV OpenAI PostgreSQL MySQL Docker Streamlit LangChain

GitHub Stats

Contact

> status
  [AVAILABLE]  OPEN TO FULL-TIME REMOTE ROLES
  [AVAILABLE]  AVAILABLE FOR FREELANCE PROJECTS
  [BUILDING]   AI SYSTEMS IN PUBLIC
> _

Lahore, Pakistan — available for remote work globally.

Pinned Loading

  1. chatbot-api chatbot-api Public

    This project is a Python-based AI chatbot system designed to handle product-related queries through a clean API interface. It is built with a modular agent architecture, allowing easy expansion for…

    Python

  2. CodeAlpha-Iris-Flower-Classification CodeAlpha-Iris-Flower-Classification Public

    Iris Flower Classification using Scikit-learn. This project covers data preprocessing, model training & evaluation (Logistic Regression, Decision Tree, Random Forest), and a Streamlit web app for r…

    Jupyter Notebook

  3. Multi-Agent-Task-Force Multi-Agent-Task-Force Public

    AI-powered multi-agent system built with Streamlit. Includes News Analyst, Data Analyst, Policy Reviewer, and Innovation Scout agents to provide insights on sustainability, policies, datasets, and …

    Python

  4. RAG-App-Ask-Questions-from-PDF RAG-App-Ask-Questions-from-PDF Public

    A Streamlit-based RAG app that lets you upload a PDF and ask questions about its content. Powered by LangChain, FAISS, and local LLMs via Ollama.

    Python

  5. Titanic-ML-Project Titanic-ML-Project Public

    This project predicts Titanic passenger survival using machine learning. It includes data preprocessing, EDA, feature engineering, and model evaluation. The trained model is deployed through a Stre…

    Jupyter Notebook

  6. whatsapp-ai-executive-assistant whatsapp-ai-executive-assistant Public

    A WhatsApp AI Executive Assistant built using Python, Flask, LangChain, Groq (llama-3.1-8b-instant) and Twilio. The bot can remember conversations using persistent SQLite memory, schedule meetings,…

    Python