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Shimil S Babu

Shimil S Babu

Generative AI Researcher

Engineering / Architecture

Hyderabad, Hyderabad

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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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