プロフィール詳細

プロジェクトを作成

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Mohamed M.に依頼

Canada

Ph.D. in Operations Research | ML & Optimization for Mining, Logistics, Pricing | Production-Deployed Solutions

プロフィール概要

Data Scientist with a Ph.D. in Operations Research from Polytechnique Montreal. I build optimization and ML systems that run in production and deliver measurable impact. My work has generated $24M in annual revenue through ML-driven pricing optimization at a commercial airline, achieved 83-91% resource utilization through real-time scheduling in open-pit mining, and reduced warehouse picking distances by 60%. I specialize in constraint programming, stochastic optimization, demand modeling, and causal inference. I deliver end-to-end: problem formulation, model development, data pipelines, production deployment, and impact validation. Published researcher with three peer-reviewed papers on optimization under uncertainty.

専門分野

• ☆ Industrial Engineering
• ☆ Industrial Operations Research
• ☆ Applied Mathematics
• ☆ Mathematical Models
• ☆ Mathematical Optimization
• ☆ Decision Science
• ☆ Python
• ☆ SQL
• ☆ R

サービス

• Research
• Consulting
• Data & AI

Research Feasibility Study, Scientific and Technical Research

Consulting Operations Consulting, Scientific and Technical Consulting, Manufacturing Consulting

Data & AI Predictive Modeling, Statistical Analysis, Algorithm Design-Non ML, Algorithm Design-ML, Data Processing

職務経験

Decision Science Specialist

Air Transat

3月 2025 - 現在

Technical Project Manager

Thermolio

11月 2024 - 3月 2025

Data Scientist

Peck Tech Consulting

1月 2020 - 11月 2024

Data Scientist

Logistik Unicorp

1月 2018 - 1月 2020

学歴

Doctor of Philosophy (Ph.D)

Polytechnique Montréal

1月 2020 - 11月 2024

MSc

Polytechnique Montréal

1月 2018 - 1月 2020

認定資格

• 認定資格の詳細は未入力です。

出版物

JOURNAL ARTICLE

Mohamed Maftah, Michel Gamache, Bruno Agard, Michel Gendreau (2026). Coordination of electrical drilling machines in open-pit mines: a constraint programming approach . International Journal of Mining, Reclamation and Environment.