Srivatsa prl
Senior Machine Learning Engineer at Sigma
San Francisco, California, United States
Summary
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Senior🎓
Top SchoolSrivatsa prl is a Senior Machine Learning Engineer in San Francisco with a decade of experience translating cutting-edge research into production-grade AI systems. He currently builds memory and context infrastructure for enterprise AI agents at Sigma, having previously shipped diffusion and flow-based generative models at Apple. His background spans academia and product: MIT and Georgia Tech research on adaptive human-AI interaction, explainable AI, and data-efficient RL complement practical work on time-series, vision, and embedded ML. He’s co-founded two health AI startups, deploying predictive systems in clinical settings and designing patient-centered AI products, which gives him rare product+research empathy. Srivatsa is particularly focused on agent architectures that fuse structured context with robust system design to make generative models reliable collaborators in real-world workflows. Colleagues describe him as someone who consistently bridges frontier modeling with pragmatic engineering — e.g., cutting metric-extraction pipelines by orders of magnitude while keeping models deployable.
10 years of coding experience
10 years of employment as a software developer
Master's degree Computer Science, Master's degree Computer Science at Georgia Institute of TechnologyBachelor of Engineering - BE Computer Science (Exchange Study), Bachelor of Engineering - BE Computer Science (Exchange Study) at Technical University of MunichNew Ventures Leadership, New Ventures Leadership at MIT Sloan School of ManagementBachelor's degree Computer Engineering & Innovation and Design Programme, Bachelor's degree Computer Engineering & Innovation and Design Programme at National University of Singapore
Stackoverflow
1reputation
0reached
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Github Skills (35)
python10
data-science10
machine-learning10
ml10
deep-learning10
tensorflow10
deep-neural-networks10
neural-network10
oop8
address-book7
regularization7
jupyter-notebook6
pruning6
java6
fundamentals5
Programming languages (8)
Github contributions (5)
Sri-vatsa/Unit
Sep 2018 - Nov 2018
Contributions:25 commits, 19 pushes, 1 branch in 1 month
PAL-ML/PEARL_v1
Jun 2021 - Jan 2022
Contributions:27 commits, 24 pushes, 1 comment in 7 months
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