Case Studies
Architecture and Delivery Deep Dives
Representative engineering work with emphasis on architecture choices, production constraints, and measurable business outcomes.
Zero-Incident CI/CD for a Privileged Access Server Fleet
Modernized the delivery pipeline for an internal Linux server management application monitoring elevated-access privileges across roughly 400 US and UK servers, moving from manual releases to a fully automated, contract-tested pipeline.
Cut vulnerability remediation effort from ~15 developer-days per month to ~2, while sustaining zero production incidents across 6 months of multiple-times-per-week deployments.
GrowthHub: Enterprise Competency Scoring Engine
Built a new competency-scoring platform from scratch that generates personalized skill profiles and growth plans for 7,000 employees across five external assessment vendors and internal performance data.
Launched to 7,000 employees, generating 1,177 custom growth plans and 768 SkillUp badges.
Graph-Based Relationship Visualization
Built new graph processing and rendering flow so users could visualize their data connections within their family trees.
Cut graph render latency by ~40% and improved customer engagement for complex dataset exploration.
Event-Driven Customer Engagement Chat Application
Built a resilient chatbot that improved customer engagement while handling unpredictable demand.
Reduced time-to-value by ~35% (first completed story) and improved completion rate by ~28% (draft -> publish) on customer story creation.
High-Performance Clustering Engine
Engineered a benchmarked multi-backend clustering pipeline to raise throughput on high-volume datasets.
Benchmarked parallel implementations and achieved multi-fold throughput gains for million-point datasets.
Last updated: July 11, 2026