Srivatsa Srinath
Principal Architect at Amagi Corporation
Bengaluru, Karnataka, India
Summary
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Senior🎓
Top SchoolSrivatsa Srinath is a Principal Architect with 11 years of experience building AI-driven video intelligence platforms that turn probabilistic ML systems into production-ready metadata and content-discovery services. Based in Bengaluru, he leads Tornado at Amagi, architecting multimodal, LLM/RAG-enabled solutions for scene detection, contextual metadata generation, ad placement and conversational AI for media workflows. His background blends deep engineering (Intel design automation and processor reliability) with data science leadership across fintech, fashion, and streaming SaaS, enabling pragmatic solutions that balance explainability and business impact. He excels at operationalizing research—bringing Bayesian and deep learning approaches into interpretable, revenue-driving products. A former visiting faculty and consultant, he also focuses on teaching mathematical intuition behind ML, not just coding. Colleagues rely on him to translate hard research problems into deployable systems that measurably improve content monetization and discovery.
11 years of coding experience
18 years of employment as a software developer
Indian Institute of Technology MadrasHigh School Computer Science, High School Computer Science at D.A.V Gopalapuram, ChennaiM.S Engineering Science (with focus on Solid State Electronics), M.S Engineering Science (with focus on Solid State Electronics) at Penn State UniversityMBA PGSEM/PGPEM Analytics Marketing, MBA PGSEM/PGPEM Analytics Marketing at Indian Institute of Management Bangalore
Stackoverflow
187reputation
6kreached
2answers
8questions
Github Skills (46)
r-package9
stan8
jags8
missing-data7
loader7
cpu7
machine-learning7
statistical-models7
tidymodels7
digest7
multilevel7
serve7
python7
data-visualization6
streamlit6
Programming languages (4)
Github contributions (5)
svats2k/mlserve
Dec 2021 - Feb 2022
Contributions:31 commits, 17 pushes, 1 branch in 2 months
svats2k/smol-course
Dec 2024 - Dec 2024
A course on aligning smol models.
Contributions:7 pushes in 25 days
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