Aayan Kumar
Member Of Technical Staff at Etleap
Champaign, Illinois, United States
Summary
👤
Senior🎓
Top SchoolAayan Kumar is a software engineer with 10 years of experience building tooling for machine learning and data science, currently a Member of Technical Staff at Etleap. He blends practical production engineering from roles at Linea and AppDynamics with research-driven program analysis expertise developed during graduate work at UC Berkeley and research positions at Microsoft. Comfortable in fast-paced environments, he has shipped features across startups and large teams, and has a track record of turning complex analysis problems into usable developer tools. His background spans both deep academic training (MS in CS from UC Berkeley) and strong foundational engineering from IIT Delhi, enabling him to bridge research ideas and production-grade systems. Colleagues would note his particular interest in program analysis techniques applied to ML workflows — an angle that often surfaces in how he designs reliable, debuggable pipelines.
10 years of coding experience
5 years of employment as a software developer
Master of Science Computer Science, Master of Science Computer Science at UC Berkeley Electrical Engineering & Computer Sciences (EECS)Indian Institute of Technology Delhi (IIT Delhi)Science Stream, Science Stream at Delhi Public School - R. K. Puram
English, Hindi, German
Github Skills (58)
iot-device10
machine-learning-algorithms10
classifier10
transform10
bonsai10
cpp10
sensor10
edge-computing10
microsoft-research10
microsoft9
pytorch9
python9
machine-learning9
pipeline9
tensorflow9
Programming languages (4)
Github contributions (5)
shadaj/python-analysis
Oct 2021 - Dec 2022
Contributions:67 commits, 11 pushes in 1 year 2 months
aayan636/astro-example-dags
Mar 2025 - Mar 2025
Contributions:1 push in 1 day
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