Sabarish Vadarevu
Independent Consultant at PINNtropy (Self-employed)
Hyderabad, Telangana, India
Summary
👤
Senior🎓
Top SchoolSabarish Vadarevu is an independent consultant and former senior manager in data science with nine years of experience building production-grade machine learning systems for high-ambiguity computer vision problems. Over seven years at Akridata he led data-centric ML work—shaping dataset tooling, embedding search, autolabeling, and agentic workflows—personally driving hundreds of technical improvements and thousands of platform work items. He brings a scientific lens from a PhD in engineering and turbulence research, treating ML systems as dynamical systems that require observability, constraints, and feedback rather than blind optimization. Recently he’s focused on retrieval-augmented and agentic AI with an emphasis on reliability, evaluation, and iterative correction loops for traceable outcomes. Based in Hyderabad, he combines hands-on implementation of ML infrastructure with mentoring and product-facing delivery, and often experiments at the intersection of physics-informed modeling and ML-assisted engineering workflows.
9 years of coding experience
7 years of employment as a software developer
Indian Institute of Technology MadrasDoctor of Philosophy (PhD), Engineering, Doctor of Philosophy (PhD), Engineering at University of Southampton
English, Telugu, Hindi, Spanish
Stackoverflow
1reputation
0reached
0answers
0questions
Github contributions (4)
saba-vadarevu/Linear-Coherent-Structures-in-Channel-flows
Mar 2017 - May 2019
Contributions:35 commits, 1 branch in 2 years 2 months
saba-vadarevu/IBM-dataScience-Capstone
Apr 2019 - Apr 2019
Contributions:13 pushes, 1 branch in 26 days
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