Research:         LLMs, Generative AI, Audio/Speech, NLP, Computer Vision, Multimodal Learning, Distributed Training, RLHF, DPO

ML stack:    Python, PyTorch, Hugging Face (Transformers, TRL, PEFT, Accelerate), Lightning, Triton, CUDA, NumPy, Pandas

Cloud / SWE: AWS (EC2, S3, SageMaker), GCP, Docker, Git, PostgreSQL, FastAPI, React, Next.js, JavaScript