Building systems that hold up under real-world constraints. Specializing in backend.
I build
Alexa Calendar users supported
manual ops reduced on DSAR compliance
JDK 17 upgrades, zero-downtime rollouts
papers, Springer & IEEE published
I build backend systems and ML-driven products that hold up under real-world constraints: compliance deadlines, audit cycles, millions of users hitting a service at once.
I studied Computer Science Engineering (AI & Data Analytics) at Sri Ramachandra Institute of Higher Education & Research in Chennai. Most of what I know beyond that came from shipping at Amazon: closing out compliance risk on a service used by 50M+ people, migrating microservices with zero downtime, and teaching an on-device model to read handwriting off a Kindle Scribe.
Outside work, I like building agents and systems that make messy, unstructured problems tractable: claims documents, fraud patterns and clinical healthcare datasets.
Closed every policy engine risk item across two audit cycles, as the sole contributor.
0115+ JDK 8/11 → 17 migrations, each rolled out with zero downtime.
02Grad-CAM and SHAP made the fusion model legible, surfacing EGFR, TP63 and NKX2.1.
03say hello,
let’s build something that works.
Chennai, India
Open to remote & relocation
a = about · s = toolkit · e = experience · w = work · c = contact