Experience & Skills
My path so far — open-source contributions, ML/AI projects, and the tools I build with.
Open Source Contributor
OpenML Python Library
Submitted a test-suite optimization that mocks server-side API responses to convert network-dependent tests into hermetic, deterministic unit tests — cutting module runtime by ~87% (140s to 18s).
Machine Learning & AI Projects
Independent
Built S.C.A.N, a VGG-16 crack-severity classifier with OpenCV measurement; a Kubernetes attack-path graph-analytics platform using NetworkX; and Floatchat, a Retrieval-Augmented Generation system over ARGO ocean data.
B.E. Computer Science Engineering
KPR Institute of Engineering and Technology, Coimbatore
Coursework across data structures, algorithms, machine learning, and computer networks — with a focus on ML fundamentals, probability, and applied AI.
Tech Stack
Technologies I use to take ML ideas from notebook to deployed app