Mohammad Ghane-Ezabadi
Lead Data Scientist @ Holistic Hospital Optimization
About
As the Co-Founder of AlphaRoute and Lead Data Scientist at Dynamic Ideas LLC and H2O, my career is propelled by a passion for guiding teams in the creation of cutting-edge software and algorithm solutions, utilizing agile methodologies to foster innovation and enhance efficiency. My commitment to empowering users through technology—by automating routine decisions with advanced algorithms—sharpens focus on essential tasks. From starting as a solo endeavor to leading a dynamic team of 8 data scientists and 20 software developers, I've cultivated a culture of collaboration and relentless improvement. My contributions span developing comprehensive software for school bus routing and scheduling, optimizing hospital operations, to innovating auction house software. My unwavering focus on driving product development and employing technology has consistently produced significant real-world impacts across various sectors.
United States
Cambridge
Computer Software
Data Analysis, Machine Learning, Operations Research, Mathematical Modeling, Scala, R, Statistics, SQL, Matlab, Linear Programming, Simulations, Python, Programming, Algorithms, Data Structures, CPLEX, Hive, LaTeX, C++, Customer Service
Experience

Graduate Research Assistant
Corvallis, Oregon Area
- Formulated an MLP model for integrated intermodal transportation network design problem with Step-wise costs for inter-hub movements - Designed and implemented a heuristic that combines both genetic algorithm and shortest path algorithm in MATLAB to obtain high quality solutions for the intermodal logistics network design problem - Developed a composite variable formulation for integrated intermodal transportation network design problem - Obtained optimal solutions for the developed CVF using a decomposition algorithm implemented in MATLAB - Implemented an accelerated Bender's decomposition approach for the integrated intermodal transportation network design problem. - Synthesized the current infrastructure, technology and operations capacity for intermodal freight transportation in the Pacific Northwest - Surveyed various stakeholders involved in providing intermodal freight transportation in the Pacific Northwest - Assessed the demand at the network-level for intermodal freight transportation across the Pacific Northwest - Analyzed the existing gap between demand and the capacity of infrastructure for intermodal freight transportation in the Pacific Northwest

Graduate Teaching Assistant
Corvallis, Oregon Area
- Graded assignments, projects and term papers - Advised students to select relevant course projects - Held office hours to answer students’ questions regarding their projects and assignments Primary courses: - Facility Design and Operation Management - Industrial Systems Optimization - Engineering Economics and Project Management

Operations Research Scientist Intern
Cambridge, MA
- Developed and implemented an iterative route construction and improvement algorithm for the vehicle routing problem in Scala. This algorithm increases the average truck utilization by about 17%. - Implemented the Tabu Search algorithm to find high quality solutions of time-dependent multi-zone multi-trip vehicle routing problem with time windows. - Deigned a real time adjustment module which optimizes a vehicle's route in less than 0.5 seconds. - Became sufficient in object oriented programming by implementing various algorithms in Scala

President of Planning Department
Faraz Sanat Sharif Co.
Tehran Province, Iran
- Developed Project Management Methodology focusing on scope, time, cost and human resource management - Established a new Organization Breakdown Structure and indicated personnel duties - Designed workflow process and required forms and procedures including procurement procedures, administrative procedures, resource management procedures - Consulted CEO in various fields including Human Management - Developed and implemented a Compensation System

Project Manager
Faraz Sanat Sharif Co.
Tehran Province, Iran
- Organized, managed and leaded the project team to develop a radar simulator software - Achieved the project completion within its time and budget

Graduate Teaching Assistant
Tehran Province, Iran
- Communicated with students to resolve course conflicts - Assessing students course work and material Primary courses: - Sequencing and Scheduling - Probability Models and Queuing - Principles of Marketing

Graduate Research Assistant
Tehran Province, Iran
Empirical Comparison of Different Option Pricing Model: - Reviewed different models of option pricing - Implemented three option pricing models in MATLAB - Empirically compared three option pricing models in the financial crisis
Mohammad Ghane-Ezabadi's Contact Information
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