Sivanagaraja Tatinati, Ph.D.
Manager - Data Science & ML | Researcher
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Over the past 12 years of my professional career, I have gained a proven record for designing and deploying machine learning (ML) techniques to model sequential data—including time-series, text, and click-stream traces—for real-world applications including natural language processing, learning analytics, user acquisition & retention, and robotics. Currently, as the manager of Data science and ML at Vedantu, I’m leading a team of 7 data scientists to build Learning analytics suite —including user acquisition, paid-user experience, user retention, engagement measurements, student profiling, and personalised recommendation engine — from scratch.
Domain Expertise @
Domain Expertise @
Predictive analytics
Sequential data mining
Learning analytics for MOOC platforms
Modeling learners’ behaviour
Personalized recommendation engine
Machine Learning
Natural language processing
Multi-modality based text generation
Continual or life-long learning
Time series forecasting
Adaptive filtering
Modeling Cyber-physical systems
Highlights
Highlights
12+ years of experience in machine learning
Leading a team of 7 data scientists
Vinnovate award 2020
Qualcomm innovation award 2016
Best doctoral thesis award
Merit award for academic excellence in Bachelors
50+ publications : 1 patent (pending), 1 book, 15 journals and 31 conference papers
Published journal papers at IEEE TCYB (IF - 19.11), IEEE TII (IF-11.2), IEEE TSP (IF-4.93), IEEE TIE (IF - 8.91), etc.,
441+ Google scholar citations with H-index of 11
Co-supervised 5 PhD students and 2 Bachelor students
Work Experience
Work Experience
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