Bharath Rushab Manthripragada
Data Scientist at Caterpillar Inc | UPenn’23 | NITC’20
- Role
- Embedded Product Analytics Engineer at Caterpillar Inc.
- Location
- Peoria, IL, US
- LinkedIn followers
- 500 followers
About Bharath Rushab Manthripragada
Hi, I\'m Bharathrushab Manthripragada, an Embedded Product Analytics Engineer (Data Scientist) at Caterpillar in IPSD-L Digital and Analytics Team with a passion for data-driven innovation. I hold a Masters in Data Science from the University of Pennsylvania, where I honed my skills in machine learning, data analysis, and cloud technologies.My expertise spans a wide range of tools and platforms, including ML, Big Data Analytics, Time series analysis, CV, NLP, Visualisation tools(Power BI, Tableau), Cloud Technologies (AWS, Azure). With a solid foundation in these technologies, I thrive on solving complex data challenges and turning insights into actionable solutions.During my time at UPenn, I delved deep into the world of Natural Language Processing (NLP) and Computer Vision (CV), conducting extensive research that enriched my understanding of cutting-edge AI applications.I\'m always eager to collaborate, learn, and contribute to projects that leverage data to drive innovation and solve real-world problems. Let\'s connect and explore opportunities to harness the power of data together.
Experience
Embedded Product Analytics Engineer
Jul 2023 — Present · Peoria, IL, US
Building a GenAI-driven RAG + MCP bot to streamline access to engine and aftertreatment data for design and validation teams.•Designed Oil RUL and Aftertreatment dashboards using Tableau, Power BI, Snowflake, Python, and SQL.• Implemented CI/CD data pipelines and job scheduling on AWS with Snowflake, Azure DevOps, and AWS services.• Developed pipelines to monitor engine performance and detect faults from lab CX5 and SC2 data.• Created ground truth data for ML algorithms to predict faults in IPSD-L engine sub-parts using diverse data sources.• Built in-use learning algorithms to forecast and identify issues in VTG on field machines.• Developed algorithms to predict the DPF failures.
Education
National Institute of Technology Calicut
B.Tech, Electrical and Electronics Engineering
2016 — 2020
University of Pennsylvania
Master of Science - MS, Data Science
2021 — 2023
Find verified contacts for anyone on LinkedIn
Unifers gives sales teams verified emails and direct dials, enriched profiles, and outreach that lands in the inbox.
Free plan included · No credit card required
This profile is compiled from publicly available professional sources. Unifers is not affiliated with or endorsed by LinkedIn. Request removal of this profile.