Amith kumar S

EY - Associate Consultant | Expert in Gen-AI and Agentic-AI tech

Bengaluru, Karnataka, India

About

I build AI systems that actually ship. 3 years in — most of my work sits at the intersection of GenAI engineering and production ML. At EY I worked on enterprise AI: a Document Intelligence system using RAG pipelines, LangChain, and OpenSearch, and a multi-model demand forecasting engine covering ARIMA through LSTM. Outside of work I shipped a fully serverless Agentic AI system on AWS — LangGraph multi-agent pipeline running on Lambda, SQS-triggered async processing, FastAPI serving layer, MongoDB Atlas for persistence, frontend on S3. Built it to understand the full stack, not just the agent layer. What I'm focused on right now: agentic AI systems, RAG at scale, and AI system design. Looking for product-focused engineering roles where I can own the architecture, not just a layer of it. Stack I live in: Python · LangChain · LangGraph · FastAPI · AWS · OpenSearch · Docker

Experience

  • EY (Bengaluru)
    • Associate Consultant
      Oct 2025 - Present · 9 mos

    • Senior Analyst
      Sep 2024 - Oct 2025 · 1 yr 2 mos

  • Infidata Technologies (Full-time · 1 yr 6 mos)
    • Machine Learning Application Developer
      Feb 2023 - May 2024 · 1 yr 4 mos

    • Machine Learning Intern
      Dec 2022 - Jan 2023 · 2 mos