About

Generative AI Engineer with 3+ years of experience designing, building and deploying production LLM applications, RAG pipelines and Agentic AI systems in enterprise environments. Built end-to-end retrieval pipelines serving 500+ daily queries on Azure.

Experience1

1. NS

   Gen AI Engineer

   April 2023 — Sept 2026

   Nimbja Security Solutions Pvt Ltd (Client: Tata Consultancy Services) · Bengaluru

   Designed, built and deployed enterprise Generative AI applications, including LLM-powered Q&A chatbots and automated document workflows. Built end-to-end RAG pipelines covering data ingestion, OCR, preprocessing, chunking, embeddings, vector indexing and semantic retrieval. Developed Agentic AI workflows in LangGraph with tool/function calling and multi-step reasoning.

   • Served 500+ daily queries on Azure.
   • Reduced hallucinations by 35%.

Projects2

• Enterprise Q&A Chatbots — Azure RAG Platform

  Designed and deployed two production enterprise Q&A chatbots on Azure serving 500+ daily queries, using hybrid BM25 + SBERT retrieval to improve answer relevance.

  • Azure
  • BM25
  • SBERT

• Text Classification Platform — Deep Learning NLP

  Built and deployed an NLP classifier mapping open-text survey responses to 50+ categories at 97% accuracy, cutting manual labeling effort by 99%.

  • NLP
  • Flask

Education1

• SA

  Bachelor of Computer Applications (BCA)

  2019 — 2022

  St Aloysius Degree College