What I've
Shipped.

Challenge

Enterprise users needed to query products, companies, and documents conversationally — without switching tools or losing context.

My Role

Built the full AI interface layer — streaming UI, session state, tool-calling system, inline preview cards, and embeddable widget architecture.

Impact

Users explored thousands of records through conversation with structured previews inline — zero navigation required.

Challenge

Analysts needed to explore multi-dimensional HS-code trade data across countries, exporters, and categories — over massive datasets with no render lag.

My Role

Built the viz layer — TreeMap drill-downs (HS2 → HS4 → HS6), GeoMaps with trade flow arrows, multi-criteria filters, optimized rendering pipelines.

Impact

Analysts could drill from continent-level data to HS6 product codes in seconds — replacing years of manual spreadsheet work.

Challenge

Hundreds of concurrent users needed company discovery, real-time meeting scheduling, deal-making, and video calls during live trade events.

My Role

Owned the entire frontend — matchmaking UI, deal & meeting workflows, real-time sync via WebSockets, and video on AWS Chime SDK.

Impact

50,000+ corporate data points/min — hundreds of companies completed live meetings and signed deals at international trade summits.

Challenge

Enterprise platforms needed complex permission systems — different access levels for admins, managers, and users — enforced dynamically in the UI.

My Role

Built user & company management from scratch — RBAC, permission matrices, multi-tenant scoping, SSO, and reusable onboarding forms.

Impact

Business teams self-managed roles without engineering — and multi-tenant scoping made data isolation automatic.