Avinash Kumar
Data Scientist And DevOps Engineer
Bengaluru, Karnataka, India
Summary
👤
Senior🎓
Top SchoolAvinash Kumar is a Data Scientist and DevOps engineer with eight years of experience building and productionizing scalable machine learning and computer vision solutions at Stylumia. He blends strong ML research skills with software engineering and MLOps expertise, delivering features like product matching, automated color and attribute extraction for fashion catalogs, and an auto-scaling ML deployment platform that optimizes performance and cost. His background includes Kaggle Expert standing and internships focused on next-gen video CV at Jio, reflecting practical experience across both research and product contexts. Based in Bengaluru, he aspires to specialize in search and recommendation systems, applying ML to improve information retrieval in commerce and media. A pragmatic problem solver, he often ships end-to-end systems that bridge data science prototypes to robust, cloud-native production services.
8 years of coding experience
1 year of employment as a software developer
Computer Science, Computer Science at CourseraBachelor of Engineering (BE), Information Technology, Bachelor of Engineering (BE), Information Technology at Sir M Visvesvaraya Institute of Technology, BANGALOREDeep Learning Engineer Nanodegree, School of AI, Deep Learning Engineer Nanodegree, School of AI at UdacityData Scientist with Python Track, Data Science, Data Scientist with Python Track, Data Science at DataCamp
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (93)
model-management10
sklearn10
mlflow10
ai10
dvc10
lifecycle10
incremental-learning10
machine-learning10
api9
panels9
apache-spark9
crud-application9
python9
standardized9
k8s9
Programming languages (7)
Github contributions (5)
iavinas/FSLAB
Apr 2019 - May 2019
15ISL68 VTU FILE STRUCTURES LAB complete code |vtu fs lab manual
Contributions:2 releases, 26 commits, 1 PR in 1 month
dubc99lab-manualmulti-threadinglibc
iavinas/MLLAB
Oct 2019 - Sep 2020
Contributions:27 commits, 3 PRs, 26 pushes in 10 months
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