Rahul Patel - PHD Candidate

Rahul Patel

PHD Candidate

Old Toronto, Ontario, Canada

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Summary

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Senior

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Top School

Rahul Patel is a PhD candidate at the University of Toronto specializing in machine learning-driven discrete optimization, with 11 years of experience bridging research and applied engineering. He develops novel methods to accelerate multiobjective and stochastic integer programming solvers under Prof. Elias Khalil, building on a master's project co-supervised by Andrea Lodi and Yoshua Bengio that produced an ML-based primal heuristic for stochastic integer programs. His background spans industry and academia—from applied science work on fulfillment optimization at Amazon to research at Mila and hands-on ML engineering—giving him a rare blend of production focus and theoretical depth. Rahul regularly teaches data structures, algorithms, and stochastic optimization, reflecting strong communication skills and commitment to training the next generation. Notably, he pairs optimization expertise with practical system-building experience (including Android and IVR projects), enabling solutions that scale from prototype to deployment.

11 years of coding experience

3 years of employment as a software developer

Master's degree, Applied Mathematics, Master's degree, Applied Mathematics at École Polytechnique de Montréal

Nano Degree, Andriod Basics, Nano Degree, Andriod Basics at Udacity

Doctor of Philosophy - PhD, Machine Learning and Discrete Optimization, Doctor of Philosophy - PhD, Machine Learning and Discrete Optimization at University of Toronto

Bachelor of Technology (B.Tech.), Information and Communication Technology, Bachelor of Technology (B.Tech.), Information and Communication Technology at Ahmedabad University

English, Gujarati, Hindi

Github Skills (45)

python10

statistics10

jupyter9

data-science9

notebook9

scikit9

machine-learning9

deep-q-network9

openai-gym9

scikit-learn9

data-analysis9

jupyter-notebook9

q-learning8

deep-reinforcement-learning8

sac8

Programming languages (3)

C++Jupyter NotebookPython

Github contributions (5)

rahulptel/aobd17

Apr 2017 - Apr 2018

Contributions:5 commits, 56 pushes, 1 branch in 1 year

rahulptel/leetcode

Oct 2018 - Nov 2024

Contributions:35 pushes, 1 branch in 6 years 2 months

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