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alihashim786/README.md

Hi, I'm Muhammad Ali Hashim 👋

Typing SVG

I build AI agents that plan, retry, and self-heal — and occasionally I do the same after a Messi highlight reel.

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🚀 About Me

  • 🎓 BS Artificial Intelligence @ FAST NUCES, Islamabad (2022 – 2026)
  • 🤖 I specialize in multi-agent LLM systems, Agentic AI, and RAG pipelines — shipped a production 8-agent marketing SaaS and a self-healing RAG system that catches its own hallucinations (I wish TV writers had that feature)
  • 👁️ Former Computer Vision Engineer Intern @ Camsense — built real-time CCTV surveillance pipelines (YOLOv8 + ByteTrack) pitched for deployment at AIR University & NASTP
  • 🏅 IBM SkillsBuild certified: Generative AI Essentials — Using LLMs to Work with Data
  • 💼 Open to AI Engineer / LLM / ML roles — my agents work autonomously, and so do I

🏗️ Flagship Projects

Project What it does Tech
🎯 TakhleeqX Production B2B SaaS: an 8-agent LangGraph pipeline that researches trends, writes bilingual (English/Roman Urdu) content, generates images, and renders MP4 reels — a full marketing team in one API call LangGraph FastAPI React OpenAI
🧠 Agentic RAG Codebase Assistant Self-healing 11-step RAG with hybrid BM25 + vector retrieval (RRF fusion), cross-encoder reranking (+25% relevance), and Redis semantic caching (−30% latency) LangChain Qdrant Redis Docker
🏍️ Parking Lot Security System Real-time CCTV theft detection on live footage — bike-owner matching, pose-based suspicion detection, auto evidence clips YOLOv8 ByteTrack MediaPipe
🌫️ FedHealth Federated MLOps platform forecasting PM2.5 air quality across 9 distributed clients with differential privacy PyTorch Kubernetes MLflow
🏦 Cheque Verification Document AI for automated bank cheque fraud detection with LayoutLMv3 + LoRA fine-tuning LayoutLMv3 LoRA Streamlit
🗞️ NLP Agentic Microservice Platform AI-powered story generation microservice using Microsoft Phi-2 — fetches real-time trends and serves generated content over gRPC + FastAPI microservices HuggingFace Phi-2 gRPC FastAPI Docker

...and 30+ more experiments in the lab → all repositories


🧰 Tech Stack

Languages & Core

Python JavaScript C++ React Node.js

AI / ML / LLMs

PyTorch TensorFlow scikit-learn OpenCV LangChain LangGraph Hugging Face Qdrant YOLOv8

Backend, MLOps & Infra

FastAPI Django Docker Kubernetes Redis PostgreSQL MySQL Git Linux


📊 GitHub Stats

GitHub stats GitHub streak Top languages

⚽ Beyond the Code

  • Football is my first language; Python is my second. Lifelong, certified-crazy Messi fan — I've rewatched his goals more times than I've re-run failed training jobs (and that's saying something).
  • 👶 Once dreamed of going pro myself. New roadmap: earn enough to raise my future son into the next Messi. That's what I call long-term transfer-market planning.
  • 📺 Series résumé: Breaking Bad · Better Call Saul · Game of Thrones · Peaky Blinders · Stranger Things · FROM · Lucifer. Fun fact: my RAG pipelines hallucinate less than the Game of Thrones Season 8 writers did.
  • 🌍 Travel addict & full-time extrovert — I network like a fully-connected layer. If you meet me, expect a conversation.

📬 Let's Connect

LinkedIn Gmail Credly GitHub


Contribution snake animation

⚡ "Talent wins games, but teamwork and intelligence win championships." — and multi-agent systems win both.

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  1. takhleeqx-live takhleeqx-live Public

    Production B2B SaaS — 8-agent LangGraph pipeline that researches trends, writes bilingual content, generates AI images & video reels, and publishes full marketing campaigns for restaurants.

    Python 1

  2. agentic-rag-codebase-assistant agentic-rag-codebase-assistant Public

    Production-grade Agentic RAG system for AI-powered codebase understanding - hybrid BM25+vector search, AST chunking, self-healing pipeline, hallucination detection & Prometheus observability

    Python 1

  3. parking-lot-security-system parking-lot-security-system Public

    AI-powered CCTV surveillance for motorbike parking lots — real-time theft & suspicious-behavior detection (YOLOv8, ByteTrack, MediaPipe) plus a custom-trained helmet-detection model.

    1

  4. FedHealth-federated-MLOps-platform FedHealth-federated-MLOps-platform Public

    Federated MLOps platform for PM2.5 air-quality forecasting across 9 distributed clients — FedAvg/FedProx aggregation, differential privacy, MLflow tracking, FastAPI serving, drift detection, and Ku…

    Python 1

  5. NLP-Agentic-Microservice-Platform NLP-Agentic-Microservice-Platform Public

    AI-powered story generation microservice using Microsoft Phi-2 - fetches real-time trends from GNews & YouTube, generates narratives in 3 tones via REST (FastAPI) + gRPC

    Jupyter Notebook 1

  6. cheque-verification-layoutllm cheque-verification-layoutllm Public

    End-to-end computer vision + NLP system for automated bank cheque verification — LayoutLMv3 encoder fused with a LoRA fine-tuned TinyLlama decoder to extract payee, amounts, date & signature as str…

    Jupyter Notebook 1