Case Studies

Architecture and Delivery Deep Dives

Representative engineering work with emphasis on architecture choices, production constraints, and measurable business outcomes.

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.

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.

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: February 14, 2026