Awards & Recognition

A snapshot of outcomes recognized by stakeholders and peers.

USC Capstone (2024)

1st Place — Intelligent Fab Monitoring & Maintenance System

Built a real-time geospatial analytics platform for semiconductor fab monitoring, including geofencing and XGBoost-based RUL prediction.

• Tracked 2M+ RTLS devices; processed 100K+ logs/day
• Achieved 82% RUL prediction accuracy
• Enabled event-driven alerts; reduced equipment downtime

Quantiphi

Recognized for $10M+ Annual Infrastructure Cost Savings

Led legacy Hadoop modernization to GCP and optimized Spark workloads to materially reduce infrastructure spend.

• Modernized 1,500+ Hadoop/MapReduce jobs to Dataproc
• Optimized Spark parameters (executors, shuffle, SSD balancing)
• Delivered audit-ready reporting with 99%+ data accuracy