Founded and architected an AI-powered career intelligence platform. Set vision and growth strategy, leading the business from concept through market launch while overseeing product, platform, go-to-market, partnerships, and capital formation.

Raised $1M pre-seed on the strength of the technical strategy, capital plan, and architectural defensibility. Architected and shipped institutional-grade platform across Web, iOS, and Android. Stood up regulated-grade governance, security, and operating discipline from inception.

Recruited by the CEO to stabilize, modernize, and scale technology and operating environment, transforming a regional services business into a national, technology-enabled operation.

Led development and rollout of a cloud-enabled mobile SaaS service platform, enabling coordinated national scheduling, dispatch, and field execution across all 50 states. Deployed automation and analytics that supported 80%+ revenue growth.

Recruited by the CTO to partner with senior leadership on tech, data, and AI strategy for a 700+ person global compliance technology organization spanning Global Financial Crimes, Trade and e-Comms, Relational Intelligence, and Data Science.

Directed firmwide AML and compliance platform transformation, embedding advanced data platforms and AI-enabled analytics that reduced AML false positives by ~90%, accelerated issue resolution, and materially lowered consent-order and regulatory risk exposure. Owned cloud (GCP) and platform strategy supporting 63 mission-critical platforms and a $50M+ annual technology portfolio. Reallocated $14.5M+ from legacy systems to higher-value modernization initiatives.

Led capital markets AML and trade surveillance implementations for Credit Suisse's Private Wealth Management. Drove full platform adoption of NICE Actimize and analytics-led validation across equities, fixed income, and derivatives.

Led enterprise data and analytics across GroupM agencies, enabling unified insights and improved decision-making for global consumer brands. Delivered scalable platforms that increased marketing ROI and strengthened cross-agency execution and governance.

Advised senior stakeholders on front-to-back platform strategy, risk and regulatory readiness, and large-scale technology execution across trading, operations, and market infrastructure.

Led technology analysis and project delivery across lockbox operations supporting 10,000+ FTEs, strengthening control frameworks, improving delivery cadence, and optimizing workflows. Foundation for future digital, data, and automation initiatives.