Ravi Karn
AI ML Computational Science Senior Manager
Bengaluru, Karnataka, India
Summary
👤
Senior🎓
Top SchoolRavi Karn is an AI/ML leader and seasoned practitioner based in Bengaluru, currently serving as AI/ML Computational Science Senior Manager at Accenture with a Ph.D. in Machine Learning focused on transfer learning and domain adaptation. He brings nearly two decades of software engineering experience and nine years specifically in data science roles, building end-to-end ML solutions from log anomaly detection and ticket complexity classification to hybrid vehicle fault prediction. Ravi has a strong track record of translating domain requirements into production-ready pipelines—leading architecture, feature engineering, model design, validation, and team enablement across enterprises like BMC, HPE, and Mercedes-Benz R&D. He combines hands-on coding and code review with test framework design and mentoring, favoring practical, explainable models for operational use. Notably, his background spans both legacy enterprise systems and modern big-data/ML stacks, enabling smooth migrations of analytics into production. Colleagues rely on him to bridge research-grade methods (Ph.D.-level) with pragmatic product delivery in complex, regulated environments.
9 years of coding experience
10 years of employment as a software developer
The Indira Gandhi National Open University (IGNOU)AISSCE, Science with Accountancy, AISSCE, Science with Accountancy at Delhi Public SchoolPh D, CSE (AI/ML) Transfer Learning and Domain Adaptation, Ph D, CSE (AI/ML) Transfer Learning and Domain Adaptation at Indian Institute of Information Technology, SriCityBachelor of Engineering (BE), Computer Science and Engineering, Bachelor of Engineering (BE), Computer Science and Engineering at Sant Longowal Institute of Engineering and TechnologyPost Graduate Program in Data Science, Business Analytics & Big Data, Data Mining, R programming, Python Programming, Predictive Analytics, Big Data Analytics, Post Graduate Program in Data Science, Business Analytics & Big Data, Data Mining, R programming, Python Programming, Predictive Analytics, Big Data Analytics at Aegis School of Business, Data Science & TelecommunicationAll India Secondary School Examination, All India Secondary School Examination at Jawahar Navodaya Vidyalaya, Birauli, Samastipur
English, Hindi, Punjabi, Telugu
Stackoverflow
17reputation
5kreached
0answers
5questions
Github Skills (24)
nlp6
pypdf6
visualizations6
semantic-ui6
natural-language-processing6
pdf6
machine-learning6
hierarchical-clustering6
python6
regex6
pickle6
elastic5
elasticsearch5
kibana5
observability5
Programming languages (2)
Github contributions (5)
raviranjankarn/Mathematics
Nov 2019 - Aug 2022
Contributions:25 commits, 24 pushes, 1 branch in 2 years 9 months
raviranjankarn/Python-Programs
Jan 2017 - Nov 2017
Contributions:7 commits, 6 pushes, 1 branch in 10 months
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