Sonu Patidar
Lead Machine Learning Engineer at ZS
Pune District, Maharashtra, India
Summary
👤
Senior🎓
Top SchoolSonu Patidar is a Lead Machine Learning Engineer with 11 years of experience building production-grade MLOps and inference platforms, currently driving deep learning, LLM and optimization solutions at ZS from Pune. He led the creation of an in-house ML platform (Algo Flow), designed model monitoring dashboards, and guided tech-stack decisions that yielded ~60% cost improvement for TensorFlow-based inference. Sonu has a strong track record of performance engineering—cutting SHAP runtime from 7 to 2 hours, removing memory bottlenecks via PySpark, and accelerating MCTS with Dask for large-scale healthcare use cases. A former TA in advanced algorithms and an MTech in Machine Learning from IIIT, he blends academic rigor with practical engineering and community leadership through internal ML sessions and cross-team collaborations. Notably, he engineered secure mechanisms to run proprietary Python code in client environments, reflecting a pragmatic focus on trust, scalability, and deployability.
11 years of coding experience
3 years of employment as a software developer
Intermediate, Physics, Maths, Chemistry, 87.2, Intermediate, Physics, Maths, Chemistry, 87.2 at Govt. School Of Excellence DharB.Tech, Computer Science, 7.87, B.Tech, Computer Science, 7.87 at Indian Institute of Information Technology VadodaraMaster of Technology - MTech, Machine Learning, 8.75, Master of Technology - MTech, Machine Learning, 8.75 at Indian Institute Of Information Technology
English, Hindi
Github Skills (46)
action-recognition10
shap9
shapley9
gradient-boosting9
machine-learning9
deep-learning9
computer-vision8
python8
3d8
pytorch8
machine-learning-models7
cpython7
cpp6
union-find6
ros6
Programming languages (5)
Github contributions (5)
skamdar/Turtlesim_Hand_Gesture
Nov 2018 - Feb 2020
Control ROS Turtlebot through hand gesture in real time.
Contributions:20 commits, 2 PRs, 18 pushes in 1 year 3 months
ros
skamdar/Adversarial-Image-Detection
Feb 2020 - Feb 2020
Contributions:18 commits, 17 pushes, 1 branch in 1 day
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