Experience

Founded and led an AI consulting and product studio, run in parallel with full-time roles: agents, computer vision systems, analytics platforms, and automation infrastructure delivered to outside clients.

• Team & Technical Direction: Directed a 7-engineer team across client discovery, solution architecture, delivery, and engineering standards.
• Production AI Agents: Architected agents across logistics, customer support, operational workflows, and computer vision analysis, built on structured outputs, retrieval, model-backed classification, and human review loops rather than raw prompt calls.
• Foreign-Exchange Automation: Delivered end-to-end software and automation for a foreign-exchange house covering operational workflows, back-office processing, and third-party integrations.
• Analytics & Automation Platforms: Designed platforms spanning data ingestion, dashboards, paid-traffic systems, and business reporting.
• Revenue Impact: Built systems for clients running roughly $2.8M USD a year through them.

Built data extraction, API, and back-office systems for education operations.

• Data Extraction & Processing: Built Python scrapers that processed 5,000+ records per day.
• API Development: Developed REST APIs for internal data workflows.

Delivered web and mobile software for early clients and university-backed projects.

• Project Management: Managed project scope, delivery plans, and client communication.
• Custom Development: Built custom CMS and automation features for small-business workflows.