Prashant Kumar
@prashantkumar10
Data Science Manager delivering GenAI/ML to production, saving 18 FTE, and leading cross-functional teams across cloud platforms.
IndiaWhat I'm looking for
I’m a Data Science Manager with 11+ years across retail, pharma, and banking, focused on turning GenAI and ML into real business outcomes. I’ve delivered an enterprise asset classification platform and payment matching capabilities that saved 18 FTE.
I lead cross-functional teams to align roadmaps and land models in production on GCP, Azure, and AWS. I’m hands-on with Python, SQL, TensorFlow, PyTorch, LangChain, MLflow, and MLOps using BigQuery and cloud storage.
My work blends practical engineering with domain impact—reconciliation for electronic payments, vendor risk categorization, and propensity-to-pay models—while improving operational capacity planning. I care about delivery discipline, clear stakeholder communication, and measurable results.
Experience
Work history, roles, and key accomplishments
Deployed GenAI asset classification using LLM/NLP, cutting manual tagging and delivering 18 FTE effort savings at enterprise scale. Built ML reconciliation for electronic payments and implemented vendor risk/propensity models to improve matching outcomes and renewal prioritization.
Supported analytics and AI advisory engagements by delivering opportunity assessments for client leaders. Defined solution approaches and scope, structured deliverables/timelines, and clarified data, model, and deployment steps to accelerate proposal development.
Implemented image localization and detection for HMI screens using TensorFlow and YOLOv3 to speed defect discovery. Developed NLP duplicate bug detection with cosine similarity and migrated WinForms dashboards to WPF, improving usability and maintainability; automated test script generation to reduce manual test effort by 50%+.
Developed Trace3Dplus features for energy modeling and certifications, improving end-user functionality. Delivered full-stack UI, logic, and database updates using WPF/MVVM and Prism patterns to improve production reliability and reduce defects.
Education
Degrees, certifications, and relevant coursework
University of Texas at Austin
Post Graduate Diploma
2020 - 2021
Completed a Post Graduate Diploma at the University of Texas at Austin from 2020 to 2021.
Vellore Institute of Technology (VIT)
B.Tech
2010 - 2014
Completed a B.Tech degree at Vellore Institute of Technology (VIT) from 2010 to 2014.
Kendriya Vidyalaya Kankarbagh
Class 10 and Class 12
2007 - 2010
Completed Class 10 and Class 12 education at Kendriya Vidyalaya Kankarbagh from 2007 to 2010.
Tech stack
Software and tools used professionally
Availability
Location
IndiaAuthorized to work in
Job categories
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