Saeran Vasanthakumar
Sr. Machine Learning Enginner at Autodesk
Old Toronto, Ontario, Canada
Summary
👤
Senior🎓
Top SchoolSaeran Vasanthakumar is a senior machine learning engineer at Autodesk with 12 years of experience at the intersection of software development, building performance research, and computational design. He builds production-grade tools for generative design, simulation and optimization using Python, C#, Docker and the scientific Python stack, and has applied those skills to industry workflows with EnergyPlus/OpenStudio and THERM. A former part-time lecturer at PennDesign, he translates advanced analytics and prescriptive models into graduate curricula and practical design guidance. His background spans architecture practice, open-source contributions to environmental design tools, and research roles that optimized urban massing and façade performance. Notably, he combines hands-on coding with domain expertise in building physics, enabling machine learning solutions that respect the constraints of real-world BIM and simulation pipelines.
12 years of coding experience
9 years of employment as a software developer
Master of Science in Computer Science (Part-time), Master of Science in Computer Science (Part-time) at Georgia Institute of TechnologyMaster’s Degree, Architecture, Accepted with Commendation., Master’s Degree, Architecture, Accepted with Commendation. at University of Waterloo
Stackoverflow
155reputation
6kreached
1answer
5questions
Github Skills (60)
environmental10
meteorology10
radiance10
energy10
plugin10
heat10
noaa10
weather-data10
energyplus9
visualization9
dragonfly9
simulation9
renewable-energy9
modeling9
modelica9
Programming languages (5)
Github contributions (5)
ladybug-tools/uwg
Apr 2017 - Aug 2021
Contributions:8 reviews, 474 commits, 132 PRs in 4 years 4 months
pythonconda-forgesunriseheatnoaa
saeranv/Fermi
Aug 2017 - Feb 2019
Contributions:2 PRs, 138 pushes, 2 branches in 1 year 6 months
pythongeometrypython-scriptssimulation
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