ushkar urhekar

Hi, I'm Pushkar.

ML Engineer II @ WHOOP · MS CS, Northeastern

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This is my personal site for the things I'm building, writing, and learning along the way.

Things I've built

A few projects from the archive

Writing topics

Browse notes and writeups by topic

ML Engineering

Model systems, production code, and ML infrastructure

2
Cloud

Serverless infrastructure and deployment notes

2
Build Notes

Implementation notes and technical build logs

1
Project Writeups

Longer writeups connected to shipped projects

1
Recent activity

New projects and writing

SmartBlock
Project

Page-aware time blocking with local Ollama classification

Pulse Deck
Project

Stream Deck telemetry for macOS system health

Building Pulse Deck
Build Notes

How I built Pulse Deck for macOS Stream Deck telemetry

Simple Model Registry
ML Engineering

Model registry with S3 artifacts and DynamoDB metadata

Snakepoint
Project

Snake controlled with webcam hand tracking

Refactoring ML Code
ML Engineering

Turning notebooks into modular production Python