Abinaya Manimaran
Senior Staff Machine Learning Engineer at PubMatic
San Francisco Bay Area United States
Summary
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Senior🎓
Top SchoolAbinaya Manimaran is a Senior Staff Machine Learning Engineer based in the San Francisco Bay Area with 8+ years building production ML systems across AdTech and biomedical domains. She combines deep algorithmic expertise and scalable system design to deliver measurable business impact—her projects at PubMatic contributed to a ~5% annual revenue uplift from model-driven monetization. A published researcher and two-time inventor with 3 papers and 2 granted patents, she bridges research and product by designing robust experiments, CI/CD pipelines, and deployable models (e.g., a BioBERT-based multi-label classifier with >0.95 F1 at Microsoft). Comfortable with probabilistic modeling, deep learning, and large-scale pipelines, she routinely aligns technical trade-offs with stakeholder goals. Less obvious: her early research on Saak transforms and super-resolution work informed practical robustness and perceptual-quality lessons she applies to production ML models.
8 years of coding experience
11 years of employment as a software developer
Master of Science - MS (Honors), Electrical Engineering - Computer Vision and Machine Learning Specialization, Master of Science - MS (Honors), Electrical Engineering - Computer Vision and Machine Learning Specialization at University of Southern CaliforniaBachelor of Engineering, Electronics and Communications, Bachelor of Engineering, Electronics and Communications at Thiagarajar College of EngineeringMathematics, Physics, Chemistry, Mathematics, Physics, Chemistry at Alpha plus Mat. Hr. Sec. SchoolCentral Board of Secondary Education of India, Central Board of Secondary Education of India at Alpha Wisdom Vidhyashram
English, Tamil
Github Skills (30)
dashboard9
visualization9
slack9
database9
data-visualization8
data-analysis8
clojure8
fastest8
analytics8
mysql8
postgresql8
yum7
metabase7
sql7
business-intelligence6
Programming languages (1)
Github contributions (5)
mcabinaya/Data-Structures
Jul 2018 - Mar 2019
Contributions:35 commits, 30 pushes, 1 branch in 7 months
arupiot/smarter_environments
Jun 2018 - Aug 2018
Contributions:12 pushes, 1 branch in 1 month
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