Somendra Tripathi
Senior Data Scientist
Seattle, Washington, United States
Summary
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Senior🎓
Top SchoolSomendra Tripathi is a Senior Data Scientist based in Seattle with 10 years of experience building production-ready machine learning and analytics solutions across e-commerce, cloud services, and research. At AWS he drives advanced modeling and data-driven product decisions, following a track record of deploying churn, segmentation, and propensity systems that scaled to millions of users at LatentView. His background blends strong research chops—developing C-VAEs and 3D style-transfer work at Columbia—with practical engineering, shipping automated forecasting and CRM automation pipelines that materially improved campaign performance. Comfortable with both classical statistical models and deep learning, he combines feature engineering, dimensionality reduction, and ensemble methods to turn noisy signals into actionable insights. An unusual thread through his career is translating literary and scientific curiosity into data projects—e.g., extracting emotional trajectories from books—which speaks to a creative approach to problem framing.
10 years of coding experience
6 years of employment as a software developer
Bachelor's degree, Computer Science, 8.6/10, Bachelor's degree, Computer Science, 8.6/10 at Vellore Institute of TechnologyMaster's degree, Data Science, 3.8/4, Master's degree, Data Science, 3.8/4 at Columbia University in the City of New York
Hindi, English
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (21)
recommender4
collaborative-filtering3
python3
apply3
depth3
machine-learning3
rise3
siggraph2
mathematical2
reinforcement-learning2
style-transfer2
pytorch2
scene2
recommender-system2
synthesis1
Programming languages (5)
Github contributions (5)
Somendratripathi/SomendraTripathi.github.io
Apr 2018 - Apr 2018
Contributions:32 pushes, 1 branch in 1 day
Somendratripathi/CBRAIN-CAM
Nov 2019 - Dec 2019
Code for neural network parameterization project
Contributions:9 pushes in 29 days
parameterizationdeep-learningneural-networksmachine-learningneural-network
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