Engineering leadership that delivers results.

I've led teams that scaled platforms to $150M+ in revenue, cut $3M in annual costs, and maintained 99.99% uptime across 20+ teams.

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Track Record

Scaled search infrastructure to $150M+ in revenue. Cut $3M+ in annual costs through platform consolidation. Maintained 99.99% uptime across distributed systems. Built and mentored 20+ engineering teams from startup to enterprise scale.

Selected Work

Restoring Accuracy in a $1B Financial System

Increased forecasting accuracy from 60% to 99%, prevented errors that could misallocate millions, reduced financial close times, and ensured compliance with FAR, CAS, SOX, PPA, and DCAA audit requirements.

Developed and deployed an automated financial error detection and correction system, ensuring data integrity, regulatory compliance, and leadership confidence in a $1 billion contract management system.

Scikit-learn · SQL Server · Python · PHP · ETL View

AI-Powered Search Transformation

Increased search accuracy by 1,320%, reduced data onboarding time from 280 days to 20 days, saved $3M annually, and enabled seamless integration for 50+ applications.

Led the overhaul of a world-leading research lab’s search infrastructure, transforming fragmented data across petabytes of structured and unstructured information into a scalable, API-first platform integrated with 50+ applications.

Elasticsearch · Kubernetes · Python · Kafka · PyTorch · AWS GovCloud · BERT View

Scaling a Sports Analytics Startup to Global Acquisition

Reduced execution time from 17 hours to 6 seconds, saved $50K/month in AWS costs, and positioned the company for global expansion and acquisition.

Led a strategic technical transformation that enabled a high-growth startup to scale, culminating in acquisition by FIFA.

SQL Server · .NET · Redis · AWS RDS · CI/CD View
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Recent Writing

Inside This Site: Engineering Strategy, Systems Thinking, and Scalable Solutions

An introduction to this site, covering technical case studies, engineering strategy, and leadership insights.

Balancing Technical Debt with Innovation - A Strategic Approach

Strategies to address technical debt systemically while maintaining innovation and growth in software development.

Hiring & Managing Junior Developers - How Farming Made Me a Better Engineering Manager

Exploring lessons in software engineering management through the lens of farming, with practical advice on hiring and mentoring junior developers.

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