The work
Everything in one place. The lens switch up top reframes each card; the filters narrow by type. This page grows through my MBA: case comps, prototypes, articles.
Multi-Agent Issue Triage System
Led discovery to delivery of a multi-agent AI system that autonomously triages engineering issues and finds the root-cause algorithm, at roughly 70% accuracy.
Self-Serve Validation Platform
Turned requirements from 10 teams into a Spark-based quality platform with automated checks and alerting, cutting downstream incidents by 35%.
Fastmap Certification Agent
Co-led a cross-functional team building an agentic AI system to certify map content, targeting a 30 to 50% cut in manual review effort.
Cloud Cost and Performance Audit
Partnered with product managers and engineering leaders to find the cost and performance bottlenecks in cloud microservices, delivering roughly $3M in annual savings and 50% faster processing.
Production Workflow Redesign
Led an architectural redesign of the map-making pipeline, coordinating across operations and engineering, cutting production time by 50% with significant cost savings.
Release Automation Platform
Discovered release-workflow pain points through stakeholder interviews and launched an automation product that cut publication time for 30 internal teams from 1 week to 30 hours.
Hybrid ML Data Remediation
Led an AI solution pairing a heuristic algorithm with ML classification, defining requirements with data science partners and reaching 90% model accuracy.
Room to grow.
SMU case comps, prototypes, and articles get added here by dropping one markdown file. No code changes.