Sashankh Kumar
Software Engineer, ML Platform
California, United States
Summary
👤
Senior🎓
Top SchoolSashankh Kumar is a generalist software and machine learning engineer with a decade of experience building scalable ML platforms and production data systems across fintech and research environments. Currently focused on ML platform work in the Bay Area, he has designed and deployed large-scale recommendation and inference systems using GNNs, PyTorch DDP/FSDP, Spark, Airflow and serving stacks like Cassandra and DuckDB. His background spans full-stack product delivery—interactive audience-builder UIs, observability pipelines to Prometheus/Grafana, and microservices—paired with hands-on ML ops for model training and GPU infrastructure. A Georgia Tech MS student and NUS alumnus who has shipped annotation and RAG-based conversational agents for medical use cases, he combines rigorous academic training with enterprise-grade engineering. Notably, he has worked end-to-end from data transformations to low-latency serving for billions-of-records use cases, showing a rare comfort with both system design and model-centric engineering.
10 years of coding experience
5 years of employment as a software developer
Master of Science - MS, Computer Science, Master of Science - MS, Computer Science at Georgia Institute of TechnologyExchange Student, Computer Science, Exchange Student, Computer Science at ETH ZürichBachelor in Computing (Honours), Computer Science, Bachelor in Computing (Honours), Computer Science at National University of Singapore
English, Tamil, Hindi, Telugu, German
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (46)
huggingface8
license-plate-recognition8
exploratory8
infinity8
oop7
labeling7
address-book7
agent7
database7
object-detection7
nlp6
google-colab6
gpt4all6
natural-language-processing6
java6
Programming languages (4)
Github contributions (5)
ChengSashankh/main
Mar 2018 - Apr 2018
Contributions:2 PRs, 96 pushes, 26 branches in 1 month
javaaddresssample-applicationaddress-book
ChengSashankh/worth-it
Dec 2018 - Jan 2024
https://chengsashankh.github.io/convert/
Contributions:4 PRs, 23 pushes, 3 branches in 5 years 2 months
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.