Deep expertise in applied AI and Python, with broad hands-on capability across the stack from frontend to cloud
infrastructure and CI/CD. Experienced in taking ambiguous product problems from hypothesis through architecture,
prototype, evaluation, and production. Strong at finding pragmatic technical solutions that enable fast iteration without
losing sight of production constraints.
Deep expertise in applied AI and Python, with broad hands-on capability across the stack from frontend to cloud infrastructure and CI/CD. Experienced in taking ambiguous product problems from hypothesis through architecture, prototype, evaluation, and production. Strong at finding pragmatic technical solutions that enable fast iteration without losing sight of production constraints.