Kevin Tian
Data Scientist @ Cummins Inc.
- Role
- Data Scientist at Cummins Inc.
- Location
- New York, NY, US
- LinkedIn followers
- 500 followers
About Kevin Tian
Fullstack Data Scientist skilled in Machine Learning, Data Analysis, Data Engineering, and Data Science. Currently focused developing low cost and scalable projects that leverage powerful Large Language Models in various projects.
Experience
Data Scientist
Jun 2023 — Present
Led AI and ML solution development for a cross-functional team of 4 members, driving a $70 million cost reduction by creating internal tools and automating processes to enhance internal efficiency• Developed, tested, and maintained an end-to-end scalable application for automating engine insights through leveraging LLMs and sentence similarity metrics to drive an estimated financial impact of up to $1M/year using Python and TypeScript repositories on Palantir Foundry• Utilized Random Forests, XGBoost, and Gradient Descent, to perform data segmentation to assist with engine failure forecasting, improving current JMP Statistical Tool• Created an easy to use RAG pipeline utilizing Langchain and Chroma DB for other internal teams, saving 1 month of development time
Education
Purdue University
Bachelor of Science - BS
2019 — 2023
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