Ravi Prakash
Associate Director
Gurugram, Haryana, India
Summary
👤
Senior🎓
Top SchoolRavi Prakash is an Analytics Manager with 9 years of hands-on experience building end-to-end machine learning solutions, from data pipelines and model validation to production APIs and React frontends. He combines strong modeling skills (XGBoost, LSTM, BERT) with practical MLOps and engineering practices—Docker, DVC, AWS SageMaker, and automated testing—to reliably ship production-grade systems. At Zenon and prior roles at EXL he led optimization and automation projects that cut operational time dramatically (e.g., speeding renovation scheduling from multi-person effort to minutes) and developed ensemble text-matching engines for robust NLP applications. Comfortable across the full stack, he accelerates APIs with Redis/Celery and asynchronous Python patterns, and is exploring graph databases and knowledge graphs to enrich semantic capabilities. Trained at IIT Kanpur in a dual BS-MS in Economics, he brings an analytical mindset to product-focused engineering and a knack for turning complex business constraints into pragmatic, deployable solutions.
10 years of coding experience
7 years of employment as a software developer
Indian Institute of Technology Kanpur
English, Hindi
Stackoverflow
432reputation
886kreached
4answers
1question
Github Skills (22)
react8
rich-text8
text-editor7
javascript7
browser7
object-detection6
data-structures6
operator6
rich-text-editor6
slate6
language-agnostic6
machine-learning6
algorithm6
bit-manipulation6
faster-rcnn5
Programming languages (4)
Github contributions (5)
ravijp/Transfer-Learning-Crack-Detection
Apr 2019 - Jul 2019
Contributions:18 commits, 16 pushes, 3 branches in 3 months
ravijp/Faster-RCNN-Crack-Detection
May 2019 - Jul 2019
Could you please help in building AI model to accurately detect the crack defect?
Contributions:26 commits, 23 pushes, 2 branches in 2 months
aifaster-rcnnobject-detection
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