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mahfuz-raihan/README.md

Assalamualaikum, I'm Mahfuz Raihan 👋

Machine Learning Engineer · LLM & Agentic AI Builder · MLOps Practitioner
Turning data into decisions, and ideas into production-grade AI systems

Shows an illustrated sun in light mode and a moon with stars in dark mode.

About Me

mahfuz = {
    "role" : "Machine Learning Engineer",
    "location" : "Dhaka, Bangladesh 🇧🇩",
    "focus" : ["LLMs", "Agentic AI", "RAG Systems", "MLOps"],
    "currently" : "Building production-grade AI that actually ships",
    "ask_me_about" : ["LangChain", "LangGraph", "PyTorch", "Azure ML"],
    "fun_fact" : "I debug models more than I debug code 😅",
    "contact" : "mahfuz.raihan.ict@gmail.com"
}
  • Currently building enterprise AI solutions - RAG pipelines, personalized recommenders, and autonomous AI agents
  • Passionate about LLMs, Agentic AI, and NLP - from fine-tuning to agentic orchestration with LangGraph
  • Obsessed with MLOps - experiment tracking, model versioning, drift detection, and clean deployment

What I Can Build

Domain What I Do
Agentic AI Autonomous AI agents using LangGraph, OpenClaw & local/cloud LLMs (Ollama, Llama/OpenAI/ Claude, Gemini)
RAG Systems Enterprise chatbots with semantic search, FAISS, Azure OpenAI Embeddings
Recommender Systems Personalized product recommendations that can build extensive engagement lift, optimized faster training
MLOps & CI/CD MLflow tracking, Azure ML deployment, GitHub Actions, Docker, model drift monitoring
Document Intelligence Text extraction & processing with Azure Document Intelligence


Tech Stack

Languages & Core Python SQL

ML / DL Frameworks PyTorch Scikit-learn HuggingFace OpenCV

LLM & Agent Frameworks LangChain LangGraph Ollama

Data & Databases Pandas PostgreSQL BigQuery ChromaDB FAISS

MLOps & Cloud Azure MLflow Docker GitHub Actions

APIs & Serving FastAPI Flask Streamlit


GitHub Streak

Typing SVG

"Building AI that doesn't just work in notebooks — it works in production."

📫 Get in touch

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  1. netops-ai-agent netops-ai-agent Public

    An autonomous, AI-driven Security Operations Center (SOC). Uses FastAPI, PyTorch, local LLMs (Ollama), and the OpenClaw agent framework to detect anomalies and autonomously deploy firewall defenses…

    Python 2

  2. agentic-rag-system agentic-rag-system Public

    An Enterprise Agentic RAG System with Multi-Agent Workflows, Self-Correction, and Tabular Data Analysis using LangGraph and LangChain

    Python 1

  3. text_to_image_search_demo text_to_image_search_demo Public

    text to image search

    Python

  4. vehicle_bangla_number_plate_detection_using_yolo vehicle_bangla_number_plate_detection_using_yolo Public

    This project working for Bangladeshi Vehicle Number Plate Detection Project. Here I used YOLO10 for detection number plate.

    Jupyter Notebook