Shimil S Babu
Engineering / Architecture
About Shimil S Babu:
Research Associate with 3 years of experience in Artificial Intelligence & Machine Learning working on Generative AI.
Experience
- 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.
Education
BTech in Computer Science and Engineering
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