At AdaptIncrease, I build workforce capability and leadership-readiness methods that translate changing work, technology, and business priorities into practical manager practices. I also build and test AI-supported conversation simulations, role-based scenarios, and structured reporting for high-stakes workplace situations.
At Escal8, I co-founded an AI-enabled SaaS talent platform and led talent and learning strategy, including frameworks for assessment, mentoring, and personalized development. Earlier, I created the Fast Track Management Development Program at Carlisle Property Management / Carlisle Development Group, increasing internal promotion rates by more than 15%.

