Milad Dehghani Filabadi
Senior Data Scientist - Operations Research | Bayer Crop Science | Ph.D. in Industrial and Systems Engineering
- Role
- Senior Data Scientist - Operations Research at Bayer
- Location
- Columbus, OH, US
- LinkedIn followers
- 500 followers
About Milad Dehghani Filabadi
Ph.D. in Industrial and Systems Engineering - 12+ years of experience in Operations Research and Optimization- 10+ years of experience in algorithm development for efficiently solving complex linear, nonlinear, mixed-integer, convex and, nonconvex problems- 7+ years of experience in Data Science, Machine Learning, and Predictive modeling. Fascinated by how optimization and machine learning can be used to model and solve hard problems.Website: https://u.osu.edu/dehghanifilabadi.1/
Experience
Senior Data Scientist - Operations Research
Jul 2024 — Present · US
Designed and led the development of several new production-grade MILP optimization engines for large-scale greenhouse scheduling across various sites, while maintaining and enhancing legacy MILP models already in operational use.• Developed a data automation algorithm to integrate, clean, analyze, and verify large-scale datasets to streamline input for operational research (OR) scheduler models.• Developed and enhanced solution algorithms for production MILP scheduling models by applying decomposition-based optimization, cutting planes, rolling time horizons to balance solution quality, runtime performance, and operational feasibility.
Education
The Ohio State University
Doctor of Philosophy - PhD, Industrial Engineering
2019 — 2023
University of Waterloo
Master's degree, Management Science
2017 — 2019
University of Tehran
Bachelor of Science - BS, Industrial Engineering
2012 — 2016
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