At Panorama, I build AI-enabled application features that connect product workflows with Python-backed services and external APIs. I design agent-oriented components with structured inputs, predictable outputs, and clear service contracts.
I add response validation and explicit exception handling so AI-assisted processes are easier to trace and troubleshoot in production. I also investigate data and application issues across UI, API, and service boundaries using targeted debugging and reproducible tests.
At TEAM International, I delivered enterprise applications combining Python/Django services, React/Next.js interfaces, and REST API integrations. I developed reusable TypeScript components and service modules for customer-facing workflows and data exchange.
At IBM, I contributed to enterprise software development, maintained application modules, and worked with engineering teams to reproduce defects and test fixes. I also supported functional verification, documentation, and peer reviews.

