Prashant Kumar
Bengaluru
Summary
Motivated professional with several years of experience designing, testing, and developing AI/ML based solutions. In-depth understanding of machine learning with focus on delivering innovative business solutions. Excels in fast-paced, high-energy and deadline-driven environment.
Overview
10
10
years of professional experience
Work History
Manager
Genpact
Bangalore
05.2022 - Current
- Developed forecasting model for McKesson to estimate FTE requirements, facilitating workload and resource planning.
- Created an advanced risk assessment system using data analytics to evaluate vendors' contract renewal potential at McKesson.
- Developed and implemented a Propensity to Pay model for AstraZeneca client
- Insurance claim processing for BUPA client, effectively interpreting various language medical receipts to create accurate claim documentation utilizing LLM.
- Streamlined invoice handling by implementing a cutting-edge ML/AI matching system that utilized NLP and multi-dimensional probabilities, resulting in substantial cost reduction of 18 FTEs.
Assistant Manager
Grant Thornton
Bangalore
04.2022 - 05.2022
Senior Software Engineer
Harman International
Bangalore
08.2018 - 04.2022
- Implemented YOLO3-based icon detection algorithm for HMI screen. Applied image localization, detection, deep learning, and transfer learning techniques.
- Developed Elvis duplication and predicted cosine similarity for existing Elvis bug raised. NLP and content-based recommendation.
- Successfully transitioned existing win form based application to WPF, integrating Port forwarding and KPI generation as well as collaborating on internal Harman tool enhancements.
- Developed Parser tools for project where manual test cases were translated to automated test scripts, reducing scripting work by over 50 percent.
Software Engineer
Ingersoll Rand
Chennai
07.2014 - 08.2018
- Contributed to the Trace3Dplus software development team, specifically focused on Energy Modeling and Green Certifications.
- Acquired extensive knowledge and experience in MVVM, Prism, Entity Framework, WPF, and XAML.
- Engaged in UI development, business logic implementation, and database handling as a full stack developer.
Education
Post Graduation Diploma - Data Science and Business
University of Texas, Austin
11.2021
B.Tech - Computer Science
VIT - Vellore, TN
07.2014
12th -
Kendriya Vidyalaya - Kankarbagh
10th -
Kendriya Vidyalaya - Kankarbagh
Skills
- Machine Learning, Deep Learning, GenAI
- Python
- Data structure and Algos
- C#
- WPF
- Entity Framework
- Flask
- TensorFlow
- Scikit learn
- SQL
- Langchain
- Azure
- LLM
Personal Information
Visa Status: US B1 Visa (2016-2026)
Languages
Hindi
First Language
English
Proficient (C2)
C2
Timeline
Manager
Genpact
05.2022 - Current
Assistant Manager
Grant Thornton
04.2022 - 05.2022
Senior Software Engineer
Harman International
08.2018 - 04.2022
Software Engineer
Ingersoll Rand
07.2014 - 08.2018
Post Graduation Diploma - Data Science and Business
University of Texas, Austin
B.Tech - Computer Science
VIT - Vellore, TN
12th -
Kendriya Vidyalaya - Kankarbagh
10th -
Kendriya Vidyalaya - Kankarbagh
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