I built a multi-agent RAG system for Indian law, with a FastAPI backend, REST endpoints, and a retrieval pipeline connecting a vector database with an LLM. I iterated on its document analysis and courtroom-debate features through testing.
For my domain-specific LLM fine-tuning project, I cleaned and formatted instruction data, fine-tuned an open-source model with Unsloth and 4-bit QLoRA, then exported it to GGUF and served it locally through Ollama.
At Plasmid Innovation Pvt Ltd, Iām implementing and shipping Solidity smart-contract features for decentralized applications. I also worked as an AI Intern at Blackbucks, designing and testing prompts and evaluating model outputs.
