AI That Works in Your Industry

15+ years building AI-powered automotive systems at Renault-Nissan-Mitsubishi Alliance and through Auralink. From connected vehicle services deployed across 39 countries to an EV charging platform with 319 microservices — I know what it takes to ship automotive AI at scale.

Healthcare AI has the highest stakes and the strictest requirements. HIPAA, GDPR, EU AI Act high-risk classification, clinical validation — I help organizations navigate these constraints without letting compliance kill velocity.

Financial institutions deploy AI for credit scoring, fraud detection, and risk assessment — all classified as high-risk under the EU AI Act. Every model needs explainability, bias testing, and audit trails. I help banks and fintechs build AI that regulators and boards can trust.

Manufacturing AI fails because the architecture is wrong, not the models. I help manufacturers build production-grade AI with proper edge deployment, data pipelines, and MLOps — the infrastructure that keeps models running after the consultant leaves.