Vivek Karna
Senior Data Engineer
Bloomington, Indiana, United States
Summary
👤
Senior🎓
Top SchoolVivek Karna is a Senior Data Engineer with nine years of experience building end-to-end ML and data systems, currently driving production data work at Humana after a stint as an SDE at Amazon. He has deep hands-on expertise across the machine learning development lifecycle—training NLP, fraud-detection, and churn models, creating model-monitoring dashboards, and designing distributed deployment pipelines. Vivek’s background blends product-facing data science (feature ideation, dashboards, and SDKs) with research-grade epidemiologic analysis from Indiana University, where he built a Python framework to parse large healthcare claims data on an HPC cluster. He has shipped tooling such as a model instrumentation package (aiq-agent) and scaled web-text extraction to millions of pages using Spark, reflecting a knack for operationalizing research into robust production systems. Based in Bloomington, Indiana, he pairs a formal Data Science master’s with a foundation in mechanical engineering, bringing pragmatic engineering discipline to complex ML problems.
10 years of coding experience
6 years of employment as a software developer
Master's degree, Data Science, Master's degree, Data Science at Indiana University BloomingtonBachelor's degree, Mechanical Engineering, Bachelor's degree, Mechanical Engineering at Manipal Institute of Technology
English, Telugu, Hindi
Github Skills (34)
rest-api8
jenkins8
flask8
mongodb8
java8
redis7
nodejs7
javascript7
terraform7
kafka7
openstack7
python7
angular7
docker7
nlp6
Programming languages (5)
Github contributions (5)
vivekka93/vivekka93.github.io
Apr 2017 - Aug 2021
Contributions:2 PRs, 33 pushes, 3 branches in 4 years 4 months
vivekka93/tfpred
Nov 2016 - Feb 2020
Use tensorflow model to run predictions with resource constraints
Contributions:2 releases, 4 PRs, 5 pushes in 3 years 2 months
tensorflow-model
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