Nilesh Patil
AI systems & applied research. I’m Head of AI at DreamStreet, building compliance-aware AI for SEBI-regulated (India’s securities regulator) investor and trader workflows. Before that I led applied AI research at Dream11 and ran a Columbia University research collaboration.
This site is where I write up the engineering behind that work - mostly field reports on HPC, applied ML, and the measurements behind the results.
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Recent posts
- Adaptive OpenMP scheduling in SimuCell3D for tissue mechanics simulations · 15 min read
- Where the 15x went: benchmarking a parallel Rust k-means rewrite · 20 min read
- Writing a simplex solver twice - Python, Rust, and the geometry of linear programs · 18 min read
- Diffusion models - generating images by learning to remove noise · 20 min read
- Reading the Doppler angle off a single B-mode image · 15 min read
- Hyperband on Dask - hyperparameter tuning for a variable-star classifier · 9 min read
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