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TheDeadcoder/README.md

Typing SVG

AI/ML · Full-Stack · Competitive Programmer
Building production-grade AI systems that solve real-world problems

LinkedIn Gmail Portfolio Codeforces HuggingFace Kaggle Profile Views

🧑‍💻 About Me

  • 🎓 CSE Graduate from Bangladesh University of Engineering and Technology (BUET)
  • 🤖 Passionate about Generative AI, RAG pipelines, LLM fine-tuning, and multimodal systems
  • 🏆 Multiple Hackathon Champion with experience building production AI systems
  • 🌱 Currently exploring Reinforcement Learning, Distributed Training, and AWS

💼 Work Experience

Position Company Key Technologies
🧠 Founding Engineer (Backend & AI) Intellesphere (Dhaka) RAG, LlamaParse, Qdrant, ChromaDB, CLIP, Keycloak
⚡ Founding Engineer (Backend & AI) Oleyn (Remote) FastAPI, Redis, Bengali ASR, NVIDIA NeMo, LangChain
🛠️ Software Engineer (Backend) Priyo (Onsite) Django, Nginx, OpenAI, SendGrid, Metabase

🛠️ Technical Skills

🗣️ Languages

🎨 Frontend & Mobile

⚙️ Backend

🤖 AI & Machine Learning

🗄️ Databases & Vector DBs

🚀 DevOps & Tools

🏆 Competition Achievements

🥇 Achievement Category Year
Champion — IUT 11th National ICT Fest OpenAPI Hackathon 2024
Champion — CodeCrafters Dev Sprint, BUET Project Building 2024
Champion — SUST CSE Carnival Hackathon 2024
Runners Up — Gen-Dev Hackathon by Acme AI Generative AI 2024
Honorable Mention — BCOLBD (Blockchain Olympiad) Blockchain 2024
Champion — Cefalo ITverse Project Showcase TechTales 2023

🔬 Key Projects

🏥 Medical CoT Assistant

Fine-tuned a 20B parameter LLM on medical datasets for clinical Chain-of-Thought reasoning. Used Unsloth, LoRA, INT4 quantization, and GGUF export for efficient local deployment.

Unsloth llama.cpp LoRA HuggingFace Transformers

🏗️ CivilMate

Agentic retrieval system combining Neo4j (Graph DB) and Qdrant (Vector DB) to interpret complex building codes. Processes construction site images with multimodal AI for automated reporting.

GraphRAG Neo4j Qdrant FastAPI Multimodal AI

💬 Tokkhok

Personalized RAG chatbot handling "Banglish" (Bengali in English script) via custom transliteration pipelines. Supports few-shot inference and customizable bot personas.

NLP Transliteration RAG FastAPI Supabase Qdrant

📚 InsightAI

Microservices-based EdTech platform with Study Companion (quiz/flashcard generation from PDFs/YouTube), ShopGenie (multimodal e-commerce search via CLIP), and Project Planner.

Spring Boot FastAPI LlamaIndex CLIP LangChain OpenAI

📊 GitHub Stats

GitHub Stats Top Languages

GitHub Streak

📜 Certifications

  • 🎓 Machine Learning Specialization — Stanford Online & DeepLearning.AI
  • 🧠 Deep Learning Specialization — DeepLearning.AI (Andrew Ng)
  • 🔥 PyTorch for Deep Learning Professional Certificate — DeepLearning.AI
  • 🤖 Hugging Face AI Agent Course — Hugging Face
  • ☁️ Generative AI with Large Language Models — DeepLearning.AI & AWS

🔬 Research & Open Source

  • 📄 Memagent — AI agent framework for generalized tasks with minimal user input. Published in CEUR.
  • 🤗 HuggingFace @Melikshah:
    • GPT-OSS-20B-Clinical-CoT (GGUF) — 4-bit quantized 20B model for clinical CoT reasoning
    • Shajgoj & General Products Datasets — 20,000+ items for multimodal image-text retrieval
    • Prothom Alo News — Large-scale Bengali news dataset for low-resource NLP research

⚡ "Harnessing the power of Generative AI to solve real-world problems"

Pinned Loading

  1. dc_ops_training dc_ops_training Public

    Teaching a 7B Model to Run a Datacenter

    Python

  2. medical-cot-assistant medical-cot-assistant Public

    Supervised fine-tuning pipeline for medical reasoning using SFT, QAT, and LLM-as-a-Judge evaluation

    Python

  3. Tokkhok-Backend Tokkhok-Backend Public

    Demo (https://www.youtube.com/watch?v=2UInbtVz1oE)

    Python 5 1

  4. InsightAI-python-backend InsightAI-python-backend Public

    This is the Python backend for InsightAI, Architected a microservices-based EdTech platform combining Study Companion, Project Planner, and ShopGenie modules.

    Jupyter Notebook 4

  5. civilmate-backend civilmate-backend Public

    Engineered an agentic retrieval system combining Neo4j (Graph) and Qdrant (Vector) to interpret complex building codes. Automated site reporting by processing construction images with multimodal AI…

    Python

  6. IUTCS-24-OpenAPI-Hackathon/BUET_Genesis IUTCS-24-OpenAPI-Hackathon/BUET_Genesis Public

    This project focuses on solving some challenges using third party free/freemium APIs. Here we have used APIs like GeoApify, WeatherAPI, Amadeus API etc. Using these APIs we implemented geolocation,…

    Svelte 1