Bridging research
and production.
I'm Sourabh Kapure, a pre-final year engineer at NITK using AI to solve real-world problems.
My journey into AI wasn't linear. It started with Andrew Ng's course in 2023, but quickly spiraled into a deep obsession with how intelligent systems actually work in the wild.
I don't just train models. I care about the infrastructure, the latency, the developer experience (DX), and the user interface. I've built systems used by 250+ students, won hackathons like ETHIndia 2024, and placed in the top tier of global ML challenges.
Currently, I'm laser-focused on Agentic AI—building multi-agent systems with LangGraph and solving complex retrieval problems (RAG).
Milestones
2026
SDE Intern @ Hrytos – Built PeopleSense B2B lead enrichment
work2025
Amazon ML Challenge – Rank 476/6500+ (Top 7%)
achievementExecutive Member, Web Enthusiasts' Club (GDG) @ NITK
community2024
ETHIndia 2024 – 1st Place (Polygon zkEVM Track)
achievementTrained 250+ students in AI/ML workshops
work2023
Started B.Tech @ NITK Surathkal
educationStarted AI/ML journey with Andrew Ng's course
learning
Now
- Building
Production RAG Documentation System
- Reading
Designing Data-Intensive Applications
- Studying
Advanced LangGraph Patterns