Ayush Patidar
Senior Data Scientist
Bengaluru, Karnataka, India
Summary
👤
Senior🎓
Top SchoolAyush Patidar is a Senior Data Scientist based in Bengaluru with 7 years of experience building production-ready ML solutions for gaming and FMCG/CPG businesses. He has delivered demand-forecasting regression systems using XGBoost and LightGBM, and applied deep learning techniques—like entity embeddings in PyTorch and snapshot ensembling on ResNet-50—to extract richer features and reduce model variance. At MPL he progressed through multiple senior data roles, shipping adversarial validation pipelines to improve model generalization in real-world deployments. An open-source contributor to Featuretools early in his career, he combines hands-on engineering with a pragmatic focus on interpretability and operational robustness.
7 years of coding experience
7 years of employment as a software developer
Rajiv Gandhi Proudyogiki Vishwavidyalaya
Github Skills (84)
python10
feature-engineering10
prediction10
scikit10
statistics10
econometrics10
regression-models10
statsmodels10
espn10
generalized-linear-models10
data-science10
hypothesis-testing10
data-analysis10
machine-learning10
forecasting10
Programming languages (5)
Github contributions (5)
ayushpatidar/Automatic_predictive_modeling
Aug 2018 - Feb 2019
Contributions:107 commits, 52 PRs, 84 pushes in 6 months
jatzz10/hackathon
Aug 2019 - Sep 2019
Skillenza hackathon
Contributions:4 PRs, 8 pushes, 1 branch in 1 month
djangoskillenzareactpython
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