What We Shipped
Selected work, each tied to an operating outcome.
records unified
financial reconciliation accuracy
asset types in production
Top-line work metrics are case-study-specific claims, each tied to the linked study rather than an aggregate portfolio total.
Case Studies
Municipal Government
Multi-pipeline AI platform: 197 asset types detected, 86K trees assessed, 99%+ crash extraction accuracy, 6,400+ automated tests
Mobile Gaming Company
Medallion architecture processing 1B+ records across 12 sources with 99.4% financial accuracy
Case Studies
Measured outcomes from systems that reached production.
Selected work, each tied to an operating outcome.
Civic Infrastructure AI
ConstraintManual inspection of street-level imagery, tree hazards, road conditions, and crash reports at city scale, across millions of images and thousands of documents
OutcomeMulti-pipeline AI platform: 197 asset types detected, 86K trees assessed, 99%+ crash extraction accuracy, 6,400+ automated tests
Gaming Analytics Platform
ConstraintFragmented data across 12 sources, manual reporting, no unified view of player monetization or campaign ROI
OutcomeMedallion architecture processing 1B+ records across 12 sources with 99.4% financial accuracy
Healthcare AI - Medical Scribe
Outcome40%+ reduction in documentation time on a pilot cohort with real-time AI scribe drafts into EHR workflows
App Review Intelligence
OutcomeNLP-powered review analysis with predictive analytics across 10 languages
AI-Driven Recruiting Marketplace
OutcomeEnd-to-end recruiting platform with live coding, video screening, and AI bias detection
High-Throughput Email Verification
OutcomeCustom Rust SMTP engine with sub-second verification processing millions of emails
Government Document Intelligence
OutcomeAutomated extraction of 167 fields per document with >95% accuracy in under 60 seconds
AI-Powered Mobile Game Platform
OutcomeFull-stack mobile game platform with 10 AI features, 20 Lambda functions, and 2,500+ automated tests
Compliance Program Build-Out
OutcomeInfrastructure-verified compliance program achieving SOC 2 readiness, with systematic control mapping across three frameworks, 35 security remediation tickets driving engineering action, and a streamlined policy framework designed for long-term maintainability
Gaming Platform Infrastructure
OutcomeMulti-tenant event streaming platform processing 10M+ events/day with zero data loss across 15+ microservices
Data Warehouse Migration
OutcomeSnowflake → S3/Athena migration with 80% cost reduction and zero-downtime dual-write cutover
Planning a Similar Mandate?
A direct discovery call about the problem, the constraints, and the fastest credible path forward.
We respond within 4 hours during business hours