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Nilesh Patil
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Nilesh Patil
Head of AI at DreamStreet. Previously Head of Applied Research, Dream11.
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Mumbai, India
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Blog
2026
April 16
Adaptive OpenMP scheduling for tissue-mechanics simulations
March 22
parallel Rust k-means - benchmarking a clustering rewrite against NumPy and scikit-learn
2025
February 15
Two-phase simplex in Python and Rust - a browser-trusted linear-programming solver
2023
February 11
Singular value decomposition - rebuilding an image from its largest stretches
2022
May 06
Diffusion models - building an image generator from scratch, then the ladder to DALL·E 2
2021
June 12
Grid pooling on a frozen backbone - Doppler angle estimation from B-mode ultrasound
2020
June 08
Hyperband on Dask - hyperparameter tuning for a variable-star classifier
May 20
distributed k-means - clustering datasets that outgrow one machine
February 16
Introduction to dask - parallel feature extraction in variable-star data
2017
July 26
Convolutional networks - regressing Galaxy Zoo morphology vectors from raw pixels
March 15
Flow-network analysis - functional city structure from NYC yellow-taxi trips
March 04
NumPy vectorization - replacing Python loops in scientific computing
February 16
Random Forest feature selection - human activity recognition from phone sensors
January 15
seaborn distribution plots - reading development indicators across countries