Meisam Ziaee Fashami

Project: Condo and real-estate Investment Optimization Project Focus: Formulated a model with over 1000 variables. Implemented demand and price forecaster. Developed a Condo Investment KPIs optimizer. Achievements: Successfully raised IRR from 12% to an impressive 32%. Technologies: Data Science, Geospatial, Time series, Machine Learning, Deep Learning, Heuristic Algorithms

Project: Implementation of Cellphone-Recorded Tennis Video Analysis Platform Developed: Implemented Ball/Players/Court Detector-Tracker Developed Player Strokes/Behaviors Simulator Implemented Advanced KPIs Calculator Impact: Reduced operating costs, Eliminated the need for special cameras, and Enhanced the feasibility of Tennisica.com for impressive, practical, and cost-effective tennis video analysis. Technologies: Data Science, Computer Vision, Deep Learning, Time series, Heuristic Algorithms

Project: Implementation of Remote and Office Working Balancer Platform. Implemented AI Components: Advanced KPIs Calculator People Clustering/Classification Schedule Plan Generator/Optimizer Results: Improved office scheduling with a 32% increase in team collaboration and a 35% reduction in required office space. Technologies: Data Science, Machine Learning, Deep Learning, Heuristic Algorithms

Project: Implementation of Soccer Video Analysis Platform Developed: Players/Field/Actions Detector-Tracker¬ Team/Player Simulator Advanced KPIs Calculator Impact: Significantly reduced operating costs and enhanced feasibility for impressive and innovative analysis of both cell phone-recorded and broadcasted soccer videos. Technologies: Data Science, Computer Vision, Machine Learning, Deep Learning, Time series, Heuristic Algorithms

Project: Optimization of the layout of the silicon factory Project Focus: Formulated a model with over 4000 variables. Site Plan Generator/Optimizer Achievements: Achieved a substantial cost reduction of over $1,000,000 Technologies: Data Science, Geospatial, Machine Learning, Deep Learning, Time series, Heuristic Algorithms

Projects: Optimization of Solar Panel Sub-structures for MW-scale Solar Power Plants and 5 KW Rooftop Solar Power Plants Developed: Sub-structure and forces modeler/analyzer Sub-structure Generator/optimizer Cost Reduction: Realized a 37% cost reduction for 10 MW power plants achieved a 27% cost reduction for rooftop power plants Technologies: Machine Learning, Deep Learning, Heuristic Algorithms