Ravi Vats
Lead Data Scientist
Singapore
Summary
👤
Senior🎓
Top SchoolRavi Vats is a Lead Data Scientist based in Singapore with 10 years of experience building scalable backend systems and production ML solutions, currently focused on LLMs and RAG-driven automation at Thoughtworks. He has strong backend and data-engineering roots from roles at Grab and Morgan Stanley, where he handled high-volume pipelines, microservices in Go, and Spark-based data quality at scale. Holding an MS in Computer Science with a Machine Learning specialization from Georgia Tech, he blends deep learning and reinforcement learning expertise with practical systems engineering. Ravi’s work sits at the intersection of model optimization and distributed systems, enabling costly human workflows to be automated reliably. Notably, his career path moved from embedded and IoT R&D to finance-grade big data and consumer logistics, giving him a rare mix of low-level systems thinking and large-scale ML deployment experience.
10 years of coding experience
7 years of employment as a software developer
Bachelor of Engineering (B.E.) Computer Science, Bachelor of Engineering (B.E.) Computer Science at Ramaiah Institute Of TechnologyMaster of Science - MS Computer Science (Specialization: Machine Learning), Master of Science - MS Computer Science (Specialization: Machine Learning) at Georgia Institute of TechnologyDeep Reinforcement Learning Nanodegree Artificial Intelligence, Deep Reinforcement Learning Nanodegree Artificial Intelligence at UdacityCBSE Class 12th Physics Chemistry Mathematics, CBSE Class 12th Physics Chemistry Mathematics at Loyola High School, Patna
English, Hindi, Maithili
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (14)
gpu10
python10
numpy9
neural-network9
machine-learning9
deep-learning9
tensor8
autograd8
gpu-acceleration8
mobile-application6
intelligent3
displays2
tally1
android1
Programming languages (5)
Github contributions (5)
ravivats/ds-algo-interview-cookbook
Feb 2020 - Nov 2020
Contributions:25 commits, 19 pushes, 1 branch in 8 months
ravivats/alternate
Nov 2018 - Jul 2025
Portfolio website for showcasing my projects and blogs.
Contributions:2 PRs, 79 pushes, 3 branches in 6 years 8 months
reactjsreactmy-projects
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.