Owned and led the link analysis automation project end-to-end, cutting a manual two-day data processing pipeline down to a few hours, with results surfaced across heatmaps, pinmaps, a RAG chatbot, and more- all built from scratch and deployed on an internal dashboard at link-analysis.cisco.com.
Built optimal RAG systems with attribute filtering from scratch for device log diagnosis.
Developed a multivariate anomaly detection process analyzing thermal telemetry across tens of thousands of production network devices to diagnose future corrosion beforehand purely from data.
Benchmarked six anomaly detection models (including CADE, Isolation Forest, and autoencoders) on fraud transaction data from major banks across the US, UK, Canada, India, and Brazil.
Engineered rolling temporal features that improved AUC and precision during distribution shift periods. Presented findings directly to the Chief Analytics Officer.
Built full-stack tooling with React and Node.js to automate GTM workflows in Ansible Tower
Contributed to an intern-led discounting system projected to save $24M per year by replacing third-party vendor fees for gift cards with an in-house solution & presented directly to the CIO.
Led development of a license plate recognition pipeline using YOLOv4, TensorFlow, and OCR. Built and published a pip package for the company's API alongside full-stack work in Vue, Nuxt, and Next.js.
Machine Learning and Data Science M.S.
Electrical Engineering B.S.
Manufacturing Leadership Council
Jun 2025
Our project at Cisco, Agentic Virtual FA, was a finalist for the Manufacturing Leadership Award
Cisco
Jun 2025
Awarded to my team for the Virtual FA project (Agentic Virtual Failure Analysis)
HARD Hack | IEEE UC San Diego
Feb 2025
Won first place in the Advanced Category for developing a smart trash sorter
LPL Financial
Jan 2025
Winner of "Most Viable Solution" category in competition with over 40 teams
ACE Mentor San Diego
May 2019, 2020, 2023, 2024
Merit-based scholarship
HARD Hack | IEEE UC San Diego
Apr 2023
2nd place in UCSD hardware hackathon (selected out of 23 teams)
LateNightHacks
May 2022
Won Domain.com prize for LateNightHacks 2022
Domain.com
May 2022
Won Domain.com prize for LateNightHacks 2022
SD Hacks
Apr 2022
Winner of UCSD hackathon's Civic Engagement category (selected out of 30 teams)