Kumar Abhishek
Machine Learning Engineer at Expedia Group
Seattle, Washington, United States
Summary
🤩
Rockstar🎓
Top SchoolKumar Abhishek is a Machine Learning Engineer in Seattle with 14 years of software engineering experience building production-grade systems across Amazon, Microsoft, and Expedia Group. He currently applies Spark, XGBoost and NLP/BERT to detect fraud across Expedia’s portfolio, marrying scalable data engineering with applied ML. His background includes large-scale crawling and SEO systems at Amazon—where he led optimization of an in-house scraping framework deployed to 300+ EC2 instances—and mobile and interview-simulation platforms at Amazon and Lytmus. Holding an MS in Computer Science and a University of Washington certificate in Machine Learning, he blends strong academic foundations with hands-on distributed systems and ML deployment experience. Notably, his career shows a pattern of shaving operational cost and improving reliability through pragmatic engineering and thoughtful automation.
14 years of coding experience
9 years of employment as a software developer
Certificate, Certificate in Machine Learning, Certificate, Certificate in Machine Learning at University of WashingtonD.A.V.Public SchoolM.S., Computer Science, M.S., Computer Science at University of FloridaGateforumB.Tech, Instrumentation and Control Engineering, B.Tech, Instrumentation and Control Engineering at National Institute of Technology Tiruchirappalli
Hindi, English
Stackoverflow
130reputation
20kreached
1answer
16questions
Github Skills (110)
transformers10
language-model10
web-application10
python10
flax10
design-patterns10
system10
deep-learning10
scale10
webapp10
transformer10
nlp10
jax10
seq2seq10
anki10
Programming languages (7)
Github contributions (5)
kumar-abhishek/kumar-abhishek.github.io
Aug 2016 - Dec 2023
Contributions:189 pushes, 2 branches, 4 comments in 7 years 5 months
kumar-abhishek/fsdl-talk-to-transformer
Apr 2021 - Jan 2022
Contributions:19 commits, 2 PRs, 38 pushes in 9 months
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