Sumit Tripathi
Senior Data Scientist | Ex-Spinny | Expertise in Machine Learning, Deep Learning, Computer Vision | Generative AI & Recommendation Systems Specialist | Innovator in Predictive Modelling
- Role
- Senior Data Scientist at Programming.com
- Location
- Mumbai, MH, IN
- LinkedIn followers
- 500 followers
About Sumit Tripathi
With a passion for transforming data into actionable insights, I thrive in the dynamic…
Experience
Senior Data Scientist
Mar 2025 — Present · Mumbai, IN
Developed a machine learning pipeline to predict PHQ-8 depression severity, increasing accuracy from 24% to 48%. • Implemented change point detection and KL-validated MLE imputation, reducing data missingness from 40% to 10%. • Engineered over 25 interpretable behavioural-demographic features to analyse lifestyle and digital patterns.
Education
Jaypee University of Engineering and Technology
Bachelor of Technology - BTech
2017 — 2021
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