Shamya Karumbaiah
Machine Learning Engineer at Univeristy of Wisconsin-Madison
Madison, Wisconsin, United States
Summary
👤
Senior🎓
Top SchoolShamya Karumbaiah is a Machine Learning Engineer and researcher with a decade of experience at the intersection of machine learning and learning sciences, focused on designing adaptive, equitable educational systems. She brings a blend of academic rigor—PhD-level research and postdoctoral work at Carnegie Mellon and Penn’s learning-analytics center—and industry experience from roles at Cisco and IBM, enabling practical, deployable AI solutions. Her work emphasizes promoting student engagement and fairness in intelligent tutoring and adaptive platforms, translating complex models into measurable learning improvements. Based in Madison, WI, she combines deep research credentials with hands-on data science and software engineering experience, often bridging multidisciplinary teams across HCI, education, and AI. An under-the-radar strength is her consistent record of moving between academic research and corporate R&D, which gives her a rare fluency in both experimental methods and production constraints.
10 years of coding experience
6 years of employment as a software developer
Master’s Degree, Master’s Degree at University of Massachusetts AmherstBachelor’s Degree, Bachelor’s Degree at Sri Jayachamarajendra College Of Engineering, Mysore, IndiaDoctor of Philosophy - PhD, Doctor of Philosophy - PhD at University of Pennsylvania
Github Skills (11)
phishing10
gophish9
pentesting8
security8
golang7
intelligent6
machine-learning3
data-science3
css1
javascript1
react1
Programming languages (3)
Github contributions (5)
Shamya/ProbabilisticGraphicalModelsWorksheets
Aug 2016 - Aug 2016
Contributions:3 commits, 2 pushes, 1 branch in 1 day
Shamya/shamya.github.io
Oct 2019 - Aug 2023
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Contributions:289 pushes in 3 years 10 months
templategithub-pages-templatemmistakesmistakesjekyll
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.