Shimil S Babu

Research Associate with 3 years of experience in Artificial Intelligence & Machine Learning working on Generative AI.

• Published research paper (1st author) in the international conference ICONIP on topic of invisible backdoor attacks on LLMs in Federated paradigm.
• Built conversational AI solutions as part of chatbot development using LangChain.
• Finetuned multiple LLMs using different finetuning strategies for performance improvement and optimal resource conservation.
• Generative AI using various models from OpenAI, Mistral AI, Meta etc.
• Applied prompt engineering techniques for output manipulation.
• Implemented RAG methods with vector databases such as Chroma DB and Pinecone DB.
• Improved chatbots by incorporating Agentic AI tools.

BTech in Computer Science and Engineering