Portfolio

Showcasing impactful engineering projects and transformations

Featured

Restoring Accuracy in a $1B Financial System

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 +2
Impact
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.

AI-Powered Search Transformation

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 +4
Impact
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.

Scaling a Sports Analytics Startup to Global Acquisition

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

SQL Server .NET Redis +2
Impact
Reduced execution time from 17 hours to 6 seconds, saved $50K/month in AWS costs, and positioned the company for global expansion and acquisition.

Real-Time Warehouse Optimization with AI

Developed an AI-powered video analytics platform to optimize warehouse layouts for profitability, enabling rapid expansion and continuous operational efficiency improvements.

Kubernetes Python OpenCV +3
Impact
Reduced manual analysis time by 80%, improved warehouse efficiency by 71%, cut operational costs by 30%, and accelerated time-to-market for new warehouses by 50%.

Additional Case Studies

DevOps Overhaul: Faster Releases & Fewer Failures

Led a full-scale DevOps transformation, replacing manual, failure-prone deployments with automated, secure, and scalable infrastructure to support hypergrowth.

Kubernetes Docker Terraform +4
Challenge
A rapidly growing company struggled with slow, unreliable deployments, frequent downtime, and manual processes that couldn't scale.
Solution
Implemented CI/CD, automated infrastructure, real-time monitoring, and cultural transformation to shift from reactive firefighting to proactive DevOps excellence.
Impact
Reduced deployment time from 3 days to minutes, improved uptime from 91% to 99.999%, increased developer efficiency by 40%, and enabled daily releases.

Next-Gen Secure Video Intelligence for Defense

Designed and deployed a secure, real-time video intelligence platform, integrating 250+ dynamically deployed video streams for military and intelligence operations.

Linux Android Embedded +2
Challenge
A stalled, over-budget program failed to produce a working prototype after nine months, leaving critical security vulnerabilities and operational gaps in video intelligence.
Solution
Led a rapid turnaround, aligning four teams across three companies, eliminating 300+ security risks, and delivering a fully operational, FIPS-compliant system in two weeks.
Impact
Enabled secure video intelligence across military and intelligence agencies, resolved all security vulnerabilities, and ensured compliance with NSA, FIPS 140-2, NIST, and DISA STIG standards.