Prabodh Wankhede
Quantitative Developer
Montreal, Quebec, Canada
Summary
👤
Senior🎓
Top SchoolPrabodh Wankhede is a quantitative developer based in Montreal with nine years of experience applying machine learning to real-world problems across finance, biotech, and academia. A Mila/Université de Montréal graduate, he has built production ML pipelines and compact, fast models—evidenced by work that cut model size by 67%, inference time by 40%, and achieved near-perfect anomaly detection in biomanufacturing. At Squarepoint he advanced from desk quant analyst to quant developer, blending research-grade ML with low-latency production needs. Comfortable across PyTorch, TensorFlow, NumPy and data tooling, he also creates accessible analytics tools (Streamlit) and has tackled projects in ASR, NLP, CV and causal inference. Known for pragmatic engineering and an appetite for cross-domain problem solving, he holds an open work permit for Canada and brings both academic rigor and production experience to ML-driven trading and analytics.
9 years of coding experience
Master's degree, Machine Learning, Master's degree, Machine Learning at Mila - Quebec Artificial Intelligence InstituteMaster of Science - MS, Computer Science, Master of Science - MS, Computer Science at Université de MontréalBachelor of Engineering - BE, Computer Science, 7.79 (First Class with Distinction), Bachelor of Engineering - BE, Computer Science, 7.79 (First Class with Distinction) at Savitribai Phule Pune University
Github Skills (49)
algorithm10
fundamentals10
algorithms10
python10
data-science10
machine-learning10
c-programming10
coding10
deep-learning10
data-structures10
science10
computer-science10
rawpy9
optical-flow9
whiteboard8
Programming languages (5)
Github contributions (5)
prabodhw96/CPR_HEC
Feb 2021 - Nov 2022
Contributions:4 PRs, 90 pushes, 1 branch in 1 year 8 months
prabodhw96/Portfolio-Optimization
Jun 2021 - Sep 2022
Contributions:36 commits, 36 pushes, 1 branch in 1 year 3 months
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