Nishanth Girish
Decision Scientist @ Mu Sigma Inc. | GenAI Developer
- Role
- Decision Scientist - Ii at Mu Sigma Inc.
- Location
- Bengaluru, IN
- LinkedIn followers
- 500 followers
About Nishanth Girish
Dedicated statistician with a strong background in data analysis and quantitative…
Experience
Decision Scientist - Ii
Jul 2024 — Present · Bengaluru, IN
Previously was a part of the Innovation & Development department and contributed to various Generative AI (GenAI) projects- Collaborated with the team to develop a chatbot prototype using Streamlit, LangChain, and open-source LLMs & integrated LiteLLM & LangFuse for monitoring and tracking of the application- Performed data preprocessing tasks, including cleaning, chunking, and ETL for document processing- Designed and implemented a Retrieval-Augmented Generation (RAG) pipeline specifically for code generation- Implemented user-wise cost tracking- Reduced costs and latency by reducing redundancy and implementing batch processing- Created a prototype of a sandbox execution environment for the chatbot-generated code using isolated Docker and Python environments- Contributed to improving the overall user experience- Currently, actively contributing to a GenAI project involving Agentic AI and RAG for a leading bank.
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