AI/ML · Full-Stack · Competitive Programmer
Building production-grade AI systems that solve real-world problems
- 🎓 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
| 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 |
| 🥇 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 |
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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.
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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.
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Personalized RAG chatbot handling "Banglish" (Bengali in English script) via custom transliteration pipelines. Supports few-shot inference and customizable bot personas.
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Microservices-based EdTech platform with Study Companion (quiz/flashcard generation from PDFs/YouTube), ShopGenie (multimodal e-commerce search via CLIP), and Project Planner.
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- 🎓 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
- 📄 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 reasoningShajgoj & General Products Datasets— 20,000+ items for multimodal image-text retrievalProthom Alo News— Large-scale Bengali news dataset for low-resource NLP research
⚡ "Harnessing the power of Generative AI to solve real-world problems"