Agastya Kompella
CS @Purdue
- Role
- Software Engineering Intern at Databricks
- Location
- West Lafayette, IN, US
- LinkedIn followers
- 500 followers
About Agastya Kompella
I am a rising senior at Purdue University majoring in Computer Science with a…
Experience
Software Engineering Intern
May 2025 — Present · Mountain View, CA, US
Designed and delivered a metadata-driven ML platform for real-time deal scoring, deployed globally across Databricks\' revenue operations (AMER, EMEA, APJ), increasing predictive analytics use and enhancing revenue decision-making.Collaborated with data scientists to optimize a peer-matching regression model, selecting impactful features (SKUdiscounts, commit terms), achieving a significant increase in predictive performance (R² from ~30% → 51%), and addressing bias in large-scale deal evaluation.Delivered measurable operational improvements, including a ~25% increase in automated approvals,~30% reduction in manual reviews for low-risk deals, and established foundational MLOps patterns enabling scalable future model integrations.Developed and deployed a scalable, multi-channel notification backend powering Slack, email, and in-app alerts for Databricks\' internal recognition platform, reliably supporting thousands of global employees through high-availability message orchestration.
Education
Purdue University
Bachelor's degree, Computer Science
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