Rupali Bhati

PHD Student at Northeastern University

Boston, Massachusetts, United States
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Summary

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Senior
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Rupali Bhati is a PhD student and independent reinforcement learning researcher based in Boston with eight years of experience applying RL across healthcare, energy, finance, and multi-agent settings. Her work spans academic research at Northeastern, Université Laval and Mila, plus industry impact—using DQN to boost HVAC efficiency by over 70% and developing risk-averse CARL framed as a Stackelberg game. She teaches and mentors regularly, translating complex RL concepts into workshops and courses for students and professionals. Projects include disentangling non-stationarity in multi-agent games like Diplomacy and interpretable clinical models using GBDTs with SHAP, revealing a blend of theoretical depth and practical interpretability. Colleagues describe her as a researcher who pairs rigorous theory with hands-on solutions that drive measurable operational gains.
code8 years of coding experience
job7 years of employment as a software developer
bookDoctor of Philosophy - PhD, Doctor of Philosophy - PhD at Northeastern University
bookMaster's in Science, Computer Science, Master's in Science, Computer Science at Université Laval
bookBachelor of Technology (B.Tech.), Electronics and Communication, Bachelor of Technology (B.Tech.), Electronics and Communication at Delhi Technological University(formerly Delhi College of Engineering)
bookBritish International School, Bratislava
bookLe Bocage International School, Mauritius
languagesEnglish, French, Hindi
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Stackoverflow

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Github Skills (15)

perceptron8
simulation8
algorithm7
fibonacci6
reinforcement-learning5
machine-learning4
multi-agent-reinforcement-learning4
deep-learning3
artificial-intelligence3
python3
pytorch3
computer-vision3
image-processing3
rlhf2
ai2

Programming languages (4)

JavaScriptHTMLJupyter NotebookPython

Github contributions (5)

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Portfolio
Contributions:154 pushes, 1 branch in 7 years 6 months
cssjavascriptreact
Traffic Light Control problem using Actor- Critic algorithm in Simulation of Urban Mobility (SUMO) simulator
Contributions:10 commits, 8 pushes, 1 branch in 1 day
simulation
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