About

AI Engineer with 3+ years at Samsung R&D designing, developing, and deploying AI-powered applications using Large Language Models (LLMs), LangChain, LangGraph, and Prompt Engineering. Hands-on with Agentic AI, agentic chains, AI Agents, and multi-agent orchestration.

Experience1

1. SR

   Software Development Engineer (AI/ML)

   Jan 2024 — Present

   Samsung Research and Development

   Designed, developed, and deployed a production NLP classification system on unstructured app text by fine-tuning BERT and transformer models, improving accuracy by 10–15%. Built scalable Python and Spark data pipelines processing structured and unstructured data for model consumption. Collaborated with product managers and data teams to translate enterprise use cases into actionable requirements.

   • Improved accuracy by 10–15%
   • Shipped Mobile Data Tile feature to millions of Galaxy devices

Projects2

• Multi-Agent AI System

  Designed and built agentic chains and multi-agent systems with the OpenAI Agents SDK and LangGraph multi-agent orchestration and tool calling; integrated tools and enterprise data sources through MCP and exposed agents via Python REST APIs.

  • Python
  • OpenAI Agents SDK
  • LangChain
  • LangGraph
  • Google ADK
  • MCP
  • Anthropic API
  • Gemini API

• Enterprise Multi-Source RAG Knowledge Assistant

  Implemented a RAG solution ingesting unstructured documents and websites, with embeddings, vector database retrieval, semantic search, reranking, and source-cited answers served via scalable backend services and FastAPI microservices.

  • Python
  • FastAPI
  • LangChain
  • OpenAI
  • ChromaDB
  • FAISS

Education1

• JB

  Bachelor of Technology (B.Tech)

  2019 — 2023

  J.C. Bose University of Science and Technology, YMCA

  Electronics & Communication Engineering