🏢 Currently working as a Graduate Researcher in IDEA Labs at RPI. Leading a team of 7 research collaborators from IBM and RPI.
📚 Research Interest: Large Language Models (Fine-Tuning, Benchmarking, Dataset Creation, RAG, LLM as a Judge, Human-in-the-loop evaluation, Trustworthy LLM, Agents), GenAI, Applied ML/DL, AI for Healthcare
📧 Actively looking for internships / full-time positions / research collaborations in LLM / NLP / AI in Healthcare. Email Me: neehan[at]rpi[dot]edu
💡 Hobbies: Human History, LeetCode, International Politics, Spy Novels, Classic International Movies, Poker
🖥️ Current (FUN) Projects:
- ChanBot (Developing a Chatbot who responds like Chandler - a popular TV Character from FRIENDS) - Demo
- Mama (GPT-4 powered Bengali Voicebot integrating real-time STT/TTS and bidirectional translation) - Mama
- Trade-Mind (End-to-end MLOps pipeline for Bitcoin price prediction using Hopsworks (real-time feature engineering, model registry/serving), and GitHub Actions (CI/CD) for data update and model retraining) - Demo
LLM Expertise: RAG, Fine-tuning (SFT/PEFT), Quantization, Prompt Engineering, Benchmarking, GraphRAG
ML/DL/Causal: PyTorch, DDP, TensorFlow, Scikit-learn, AutoML, OpenCV, EconML, DoWhy
MLOps Stack: MLflow, Docker, CI/CD, ChromaDB, Hopsworks, PySpark, AWS (SageMaker, Lambda, EC2)
LLM Frameworks: LangChain, LlamaIndex, Hugging Face, Axolotl, Unsloth, Autotrain, LangGraph, Opik, Comet
Languages & DB: Python, SQL, R, C++, Neo4j, Google Firestore, MySQL
