Pankaj Rawat Email & Phone Number

Chennai, Tn, In

Hyderabad, Telangana, India

Netherlands

- Developing interactive AI avatars using various opensource generative AI models like Llama (text), Stable Diffusion (text2image), whisper (text2voice) and control-net for poses, lyp-sync and facial expressions.- Responsibile for fine-tuning these models and building end to end pipelines with APIs (FastAPI) and it's deployment on cloud AWS/GCP with Docker and Serving instances like EC2.

Chennai, Tamil Nadu, India

Worked on RAG-based proprietary QA assistant, enhancing employee productivity with accurate, real-time answers.• Used deep graph convoluted abstractions of document chunks with attention-based querying and retrieval.• Used documents chunks as graph nodes and their abstractions for message passing on cross-ref links, providing globalcontext. Graph Attention was used with query expansion for querying and re-ranked results for optimized retrieval.• Utilized Pytorch Geometric for graph manipulation, ChromaDB for storing embeddings and efficient retrieval,e5-mistral-7b-instruct as embedding model and Q-LORA fine-tuned llama-2-7b for answer generation.• Worked with the team on research, EDA, model development, and communication with stakeholders. UtilizedLlamaIndex, WandB and AWS sagemaker with contanerization (deploying llama API) for experimentation.

CS3300 - Compiler Design, winter 2022CS5691 - Pattern Recognition and Machine Learning( PRML ), summer 2023ID5055 - Foundations of Machine Learning, winter 2023CS5691 - PRML, summer 2024

Master Of Technology - Mtech, Computer Science And Engineering, 8.28

Bachelor Of Technology - Btech, Computer Science And Engineering, 7.8