A personal lab · Pune, India
I'm Sunil, a software engineer in Pune. This is where I explore machine learning, build useful things, and follow the occasional trail into the hills.
01 / In the lab
Questions worth building something for.Featured experiment · Research in progress
Exploring Indian Sign Language with on-device learning: from video and body landmarks to sequence models. Along the way, I'm testing what brain-inspired circuits can learn about motion.
Still an open question: the motion experiments have not yet established robust recognition.
A conceptual pipeline, on a single device.
Machine learning / Structured data
Exploring how Transformer models can learn transformations between structured data formats.
Explore the project ↗
Hardware / Data engineering
A Raspberry Pi, a car's OBD-II port, and a way to bring vehicle telemetry into a Python dashboard.
Explore vehicle telemetry ↗A practice app for the Google Cloud Machine Learning Engineer exam.
Try the exam app ↗A visual way to find the right syntax-highlighting theme for a blog.
Browse the themes ↗A Java plugin exploring connection leaks that the existing checks missed.
View the plugin ↗
02 / Outside the lab
Away from the screen, I enjoy trekking, swimming, and getting lost in a good book. Astrophysics is another rabbit hole I happily fall into.
The curiosity stays. The scenery changes.
I'd love to hear what you're exploring.