Dheepan Ramanan
Senior Data Scientist
San Diego, California, United States
Summary
👤
Senior🎓
Top SchoolDheepan Ramanan is a Senior Data Scientist based in San Diego with over a decade of experience designing and shipping production ML systems and deep neural networks, including generative models. He leads teams and consults enterprise clients on applied ML across industries at AWS, where his projects range from sub-national famine prediction for the World Bank to real-time NLP recommendation engines that delivered double-digit performance lifts. He has a strong track record in productionization—automating training and API deployment on SageMaker, Lambda, and S3—and has delivered measurable business impact such as a 40% lift for an education recommender and a 12% improvement on famine forecasting. Prior roles at Digital Turbine, Qualtrics, and Clarabridge underscore his blend of applied research, large-scale data engineering, and commercial acumen in advertising, marketing, and customer insights. Known for translating complex models into operational systems, he also speaks publicly on ML best practices and has applied hierarchical and ensemble deep learning approaches in high-stakes settings.
10 years of coding experience
3 years of employment as a software developer
Graduated, Graduated at James Madison University
Stackoverflow
23reputation
3kreached
1answer
2questions
Github Skills (16)
machine-learning8
pytorch8
python8
tensorflow7
factorization7
data-science7
statistics7
deep-learning7
pandas6
regex6
neural-network5
cli4
data-analysis4
jax4
scalable4
Programming languages (3)
Github contributions (5)
dheepanr/PitchforkAnalysis
Mar 2016 - Jun 2016
Contributions:21 commits, 20 pushes, 1 branch in 2 months
dheepanr/MxNet-Sagemaker-Deployments
Oct 2019 - Jan 2020
Contributions:1 PR, 5 pushes, 1 branch in 3 months
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