Hi, I'm Manaswa. I write good software.

Currently pursuing B.Tech. in Computer Science from PICT, Pune.
I'm interested in backend systems and distributed services involving infrastructure around AI/ML workloads ( MLOps ), turning experimental models into real use at scale.

Worked on personal projects like LakeLens ( explorer for data lake-house tables like Iceberg ) and GoXfer ( stateless data storage using PAKE + E2EE ).

Experienced in a variety of technologies including Golang, C++, Python, SQL, Docker, AWS, CI/CD, Kafka, and several database and infrastructure tools.

“ Scaling exposes assumptions. ”

Beyond the screen.

I like building systems where constraints matter — latency, scale, failure modes, cost. If something works only in the happy path, I don't trust it.

I enjoy turning vague ideas into clean, observable, debuggable systems. My default instinct is to remove complexity, not add abstractions.

Outside coursework, I explore internals — networking, storage, schedulers, deployment pipelines — mostly by breaking things and rebuilding them better.

I care about clarity: in APIs, logs, architecture diagrams, and commit history. Code should explain itself under pressure.

“Simple scales. Clever breaks.”