Vivek Kumar
Senior ML Algorithm Engineer at KLA
San Francisco Bay Area United States
Summary
👤
Senior🎓
Top SchoolVivek Kumar is a Senior ML Algorithm Engineer with eight years of experience building end-to-end machine learning and data-driven solutions for civil infrastructure, geotechnical, and semiconductor industries. He holds a PhD in Civil Engineering from Princeton and blends physics-based modeling, finite-element simulation, and practical ML engineering to deliver production-quality products at KLA and PARC. His work spans sensor architecture design, fiber-optic structural health monitoring, AWS SageMaker pipelines, and SQL/Python data stacks, translating academic research into deployable IoT and analytics systems. Vivek has authored multiple peer-reviewed papers on fracture and sensing models and uniquely combines deep structural mechanics expertise with hands-on ML deployment experience. Based in the San Francisco Bay Area, he focuses on measurable impact for internal and external stakeholders while maintaining a researcher’s rigor in product development.
8 years of coding experience
7 years of employment as a software developer
Indian Institute of Technology BombayMatriculation, CBSE, Matriculation, CBSE at D.A.V. Public School, BSEB ColonyHigher Secondary, Science, Higher Secondary, Science at Eklavya Educational ComplexDoctor of Philosophy - PhD, Civil Engineering, Doctor of Philosophy - PhD, Civil Engineering at Princeton University
English, Hindi
Github Skills (8)
working-directory7
spring4
integer2
factorial2
python1
scientific-computing1
sympy1
root-finding1
Programming languages (2)
Github contributions (5)
vivekkr1809/ml_tutorials
Dec 2019 - Aug 2022
Contributions:1 PR, 12 pushes, 2 branches in 2 years 8 months
vivekkr1809/fragile_family_challenge
Mar 2018 - Sep 2022
Contributions:27 commits, 23 pushes, 2 branches in 4 years 6 months
princetonspringdirectoryworking-directorycos
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