At Ryndesk.ai, I built and shipped Emma, a production AI receptionist, as the solo developer from system architecture through production deployment. I designed its Node.js backend for call webhooks, Google Calendar integration, and SMS delivery, and built the React customer experience.
At Business Warrior, I integrated Plaid and banking APIs for payroll deductions and loan repayments. I built payment reconciliation and the vesting and loan-forgiveness engine, with auditable records and lifecycle transitions for changing repayment scenarios.
At Expert Data Annotation, I evaluate AI-generated responses and write RLHF rankings and SFT feedback. I also developed adversarial prompts that surfaced unique safety-guardrail failure modes for downstream retraining.

