Work
Engineering Case Studies
A structured look at systems I've built, focusing on the problem, architecture, decisions made, and measurable outcomes.
AI Code Reviewer
An autonomous agent that reviews GitHub pull requests with code-aware retrieval and tool use
Build Status
All build phases complete and tested (426 tests in CI). GitHub delivery (packages/github), the acr-review CLI, and the self-review GitHub Actions workflow are merged to main — the agent reviews this repository's own PRs in CI (19 workflow runs as of 2026-07-11).
Eval Target
Target: ≥0.8 judge score with <20% false positives on dataset v2 — the committed v1 baseline (judge 0.635, 67% FP, verdict: below-bar) is the published starting line; later Claude-judged v1 runs also remain below-bar
Multi-Agent Customer Ops Platform
An autonomous multi-agent orchestration layer that resolves complex customer operations tickets.
Traceability
Achieved full request-level tracing for all agent invocations, enabling operators to audit any automated decision.
UI Latency
Optimized SSE parsing and rendering to ensure agent 'thoughts' streamed to the UI with minimal perceived latency.
Telecom POS Platform
A unified, multi-tenant Point of Sale system powering hundreds of retail terminals across North America.
Terminals
Successfully deployed and actively powering hundreds of retail terminals across North America.
Code Sharing
Achieved 95% code sharing between the iOS tablet application and the desktop web application.
Production Systems
Accessible Real-Time Chat System
ArchivedUsers Served
Enabled accessible communication for 500+ users
Inclusive communication platform for individuals with speech and hearing impairments
Roofing Industry CRM
ProductionInvoicing Time
Reduced invoicing time by 60%
Specialized mobile CRM for roofing contractors and project management
Archive
Insurance Claims Field-Reporting App
Offline-first mobile app for insurance field adjusters to track claim status, capture reports, and collect signatures on-site
Dental Clinic Management System
Mobile-first healthcare management for small and medium dental clinics
AI-Powered Automation Hub
Intelligent customer support and lead generation with AI voice agents
Event-Services Marketplace Platform
Three-app marketplace for event services — a media-rich consumer mobile app, an admin content console, and a shared real-time API
E-Learning Student Mobile App
Mobile learning app for an education academy's students — phone-verified onboarding, course catalog, doubt-resolution chat, and protected course content
Interactive Learning Portal
Cross-platform educational ecosystem bridging web and mobile learning
Supply-Chain Field Operations App
Mobile client for a farm-to-market supply chain — purchase orders, deliveries, sales, invoices, receipts, and trip sheets from the field
Transit Claim Reporting System
Streamlined communication between restoration companies and claims adjusters