Experience highlights
WHAT I'VE
SHIPPED.
Organized by domain — real problems, real solutions, real scale.
AI Systems
ChatGPT-like assistant interfaces with streaming responses, tool-based previews, and embeddable widgets across enterprise platforms.
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.
Data Visualization
Raw international trade datasets into interactive hierarchical charts and geographic trade flow maps for a global trade finance institution.
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.
Platform Engineering
Full frontend for a real-time global B2B matchmaking platform — live meetings, deal pipelines, and videoconferencing at scale.
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.
User & Business Logic
Production-grade user management with fine-grained RBAC, multi-tenant data isolation, and full SSO integration.
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.
3+
Years of experience
2
Enterprise platforms
20+
Features shipped
3
Frameworks mastered
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