Hello, I'm Unmesh.

I'm an AI/ML engineering leader. I'm currently Director of ML at Intuition Machines where I lead the org responsible for the research, development, deployment, and maintenance of all our ML models.

Previously, I was senior manager at LG electronics where I was responsible for LG's work on ML in resource constrained settings. I'm the author of over 50 papers in AI/ML and the co-creator of Auptimizer, an OSS library for hyperparameter optimization and model compression.
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Some of my writing

My Writings

Along with coding I also like to write about life and technology. Here are some of my recent posts.

An Executive's Checklist for LLM Deployments

A list of things every executive should worry about before deploying LLM-based products.

Posted on Jan 22, 2025

From cloud to device

The future of AI and machine learning on the Edge

Posted on Sep 10, 2020

A brief pre-history of classical AI

Two foundational ideas that underlie Artificial Intelligence

Posted on Aug 16, 2020

Check out my projects

My Projects

Here are some of my recent projects. I'm always working on something new, so check back often!

Paper Pulse Your Daily Summary of the Latest ML Research.
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© 2025 Unmesh Kurup

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