Mehdi Rostami
Senior Data Scientist @BMO
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WORK HISTORY
Senior Data Scientist @BMO
Toronto, ON, CA
EDUCATION
Isfahan University of Technology
Bachelor's degree
University of Saskatchewan
Master's Degree
University of Saskatchewan
Master's Degree
University of Toronto
Doctor of Philosophy (Ph.D.)
ABOUT MEHDI ROSTAMI
Experienced and driven data scientist with seven years of experience. Strong background in Statistics, Machine Learning, and Probability. Deeply passionate about python programming, and the application of state-of-the-art technologies including AI/ML tools and data-driven solutions to address complex problems. Ability to work independently or in a team; ability to lead, organize, prioritize, and work effectively in a constantly changing field-based environment. Ph.D. specialty in causal inference with Neural Network predictions. Analytical and programming skills: Ensemble learning (stack learning, Xgboost, random forests), Neural Networks, Additive models (splines, EBM), Big data, Statistical Modeling, Causal Inference, Rare events, and Extreme Value Theory NLP, Noise and dimensionality reduction, clustering, topic modeling Python, pytorch, sklearn, SQL/Neo4j, PySpark MLOps, Linux, Parallel Computing, Git Love to meet new people and learn new things. Feel free to reach out and let\'s have a chat! Restful API, Flask, Dash/Plotly, Visualization
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