Pavan Ramkumar
Independent Consultant at Various
South San Francisco, California, United States
Summary
👤
Senior🎓
Top SchoolPavan Ramkumar is a computational neuroscientist turned AI x Bio builder with 10 years of experience helping venture-backed biotech startups bridge mission-critical gaps in AI/ML, data engineering, MLOps, fundraising and partnerships. He has led ML teams at organoid-focused drug discovery companies, translating cloud-scale biological datasets and microscopy into therapeutic insights and productionized models. As a founder he built an MVP RAG application for target discovery from literature, patents and regulatory filings, and now consults across genomics, microscopy and AI co-scientist initiatives. Based in South San Francisco, he combines deep academic training (PhD in neuroscience and signal processing) with hands-on product and GTM experience, uniquely fluent at the interface of experimental biology and scalable ML systems. An understated strength: he repeatedly turns fragmented, long-tail evidence sources into operational decision-making pipelines that accelerate drug-hunting inflection points.
10 years of coding experience
12 years of employment as a software developer
Deep Learning Summer School 2016PhD, Neuroscience, Signal Processing, Machine Learning, PhD, Neuroscience, Signal Processing, Machine Learning at Aalto UniversityB. Tech., Electronics and Communication Engineering, B. Tech., Electronics and Communication Engineering at Indian Institute of Technology, GuwahatiMSc (Tech), Bioinformatics, MSc (Tech), Bioinformatics at Teknillinen korkeakoulu-Tekniska högskolan
Github Skills (97)
python10
density-estimation10
gpu10
glm10
linear-models10
statsmodels10
generalized-linear-models10
data-science10
elastic-net10
spike10
elastic10
machine-learning10
cross-validation10
numpy9
fine-tuning9
Programming languages (5)
Github contributions (5)
pavanramkumar/pavanramkumar.github.io
Jan 2016 - Jan 2017
Contributions:3 PRs, 150 pushes, 3 comments in 1 year
javascriptreactpersonal-page
pavanramkumar/pyglmnet
Mar 2017 - Aug 2020
Python implementation of elastic-net regularized generalized linear models
Contributions:54 commits, 110 pushes, 28 branches in 3 years 5 months
pythongeneralized-linear-modelselasticpython-implementationlinear-models
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