Karan Pathak
Senior Machine Learning Engineer at BAUHAUS Deutschland
Mannheim, Baden-Württemberg, Germany
Summary
👤
Senior🎓
Top SchoolKaran Pathak is a Senior Machine Learning Engineer based in Mannheim with 8+ years building applied ML and data-driven systems across industry and research. He blends production experience—leading ML engineering at BAUHAUS Deutschland and earlier technical leadership in retail forecasting and recommender systems—with deep research in bioinformatics and graph-based models from Fraunhofer and the University of Freiburg. His work spans AutoML, computer vision, and graph neural networks, including a novel SPARQL-to-Cypher transpiler and neo4j query-optimization extensions benchmarked on WatDiv 100M. Comfortable from ETL and scalable backend design to Bayesian optimization and model interpretability, he frequently integrates heterogeneous biological and graph-structured data for predictive tasks. Colleagues describe him as ambitious and collaborative, with a knack for turning research prototypes into robust, production-ready pipelines.
8 years of coding experience
5 years of employment as a software developer
Master of Science - MS, Computer Science (Artificial Intelligence Track), Master of Science - MS, Computer Science (Artificial Intelligence Track) at The University of FreiburgManav Public School, AmritsarBachelor of Technology (B.Tech.), Computer Science, 8.32, Bachelor of Technology (B.Tech.), Computer Science, 8.32 at Guru Nanak Dev University, AmritsarMicroMasters, Statistics and Data Science, MicroMasters, Statistics and Data Science at MITx on edX
English, German, Hindi, Punjabi
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (31)
yahoo8
omniauth7
rails6
ember-cli-addon5
ruby5
react-bootstrap5
deploying5
meta4
single-page4
aws4
react-router4
addon4
react4
php3
serverless3
Programming languages (3)
Github contributions (5)
karan-pathak/omniauth-yahoo_auth
Aug 2017 - Sep 2021
Yahoo OAuth2 Strategy for OmniAuth (Rails).
Contributions:8 commits, 3 PRs, 6 pushes in 4 years 1 month
railsomniauthrubystrategyyahoo
navyuginfo/ember-seo-meta-tags
Jul 2017 - Dec 2017
Contributions:2 commits, 3 PRs, 4 pushes in 5 months
ember-cliember-addontagsseo-friendlysingle-page-application
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