Nag Lohith Chiluka
Data Scientist @ Carlisle Construction Materials || Carnegie Mellon University
- Role
- Data Scientist Iv - R & d at Carlisle Construction Materials
- Location
- Pittsburgh, PA, US
- LinkedIn followers
- 500 followers
About Nag Lohith Chiluka
As a Staff Data Scientist in R&D at Carlisle Construction Materials, I design and…
Experience
Data Scientist Iv - R & d
Carlisle Construction Materials
Jan 2024 — Present · PA, US
Developed Cell Vision Pro, a proprietary tool that automates SEM image analysis for polyiso insulation foam, achieving a 40× speedup in cell size measurement and enabling rapid quality-control insights for R&D.Architected and implemented agentic workflows for innovation, leveraging Azure OpenAI instances (GPT-4o, GPT-4.5, GPT o3) to generate, critique, and refine product concepts using TRIZ, SCAMPER, and black-hat thinking agents—streamlining ideation loops and closing feedback loops between R&D and leadership.Designed and deployed data science pipelines for R-value prediction, combining physics-based gas-diffusion modeling with regression techniques (e.g, Ridge, Lasso, XGBoost) to forecast thermal performance degradation over time in commercial roofing materials.Deployed a secure private Azure OpenAI instance for a local ChatGPT environment, creating custom scientific personas to support research scientists and innovation analysts—ensuring IP-safe retrieval-augmented generation workflows for material-science R&D.
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