Saeran Vasanthakumar
Sr Machine Learning Enginner @Autodesk
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WORK HISTORY
Sr Machine Learning Enginner @Autodesk
Toronto, ON, CA
EDUCATION
University of Waterloo
Master’s Degree, Architecture
Georgia Institute of Technology
Master of Science in Computer Science (Part-time)
University of Waterloo
Honors Bachelor of Architectural Studies, Architecture
ABOUT SAERAN VASANTHAKUMAR
Software Engineer, Building Performance Researcher, and Part-time Lecturer with expertise in the generative design, prediction and optimization of high-performance built environments through statistical and computational models. EXPERTISE & SKILLS - Software Development. Developed and released applications for performance simulation, and procedural generation for BIM and CAD modeling platforms with Python, C#, and Docker- Building Energy Optimization. Planned and taught building performance curriculums for graduate-level courses at the University of Pennsylvania with the OpenStudio/EnergyPlus and THERM simulation engines- Predictive and Prescriptive Analytics. Industry expertise using analytical modeling with the scientific Python ecosystem (e.g. Numpy, Scikit-learn, Pandas/GeoPandas, PulP) to optimize building design.
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