I'm currently working under Dr. Swagatam Das at Indian Statistical Institute (ISI) focusing on Large Language Models. I am also connected with multiple startups as ML Engineer, where I built Deep Learning model pipelines from scratch.
My research has been published in top-tier conferences, including AAAI and IJCNN, focusing on trustworthy AI and medical applications of large language models.
- 🔭 I'm currently working on LLM applications, hallucination detection and mitigation, and medical report generation
- 🧠 My research interests include Trustworthy AI, Explainable AI, Generative AI, and Multimodality
- 👯 I'm looking to collaborate on AI research projects, especially those involving LLMs and computer vision
- 💬 I have expertise in Python, PyTorch, TensorFlow, LLM fine-tuning, Quantization, Evaluation, Inference-Time Scaling and prompt engineering
- 📫 Reach me at: sujoynathofficial@gmail.com
Python
C
SQL
PyTorch
TensorFlow
OpenCV
Unsloth
Numba
FastAPI
Docker
Pandas
Numpy
Matplotlib
LLM Fine-tuning
Prompt Engineering
MongoDB
MySql
- From Complexity to Clarity: Transforming Chest X-ray Reports with Chained Prompting - AAAI 2025 Student Abstract | Paper Link
- HalluShift: Measuring Distribution Shifts towards Hallucination Detection in LLMs - IJCNN 2025 | Paper Link
- Parayas 2k24: National Level Project Competition - 2nd position (Team Lead)
- Kavach 2023: National Cybersecurity Hackathon - Top 5 finalist (Team Lead)