Lead Frontend Architect · AI-Native Product Engineer
I build AI-native products where intelligence meets interface.
14+ years architecting frontends for Autodesk, Standard Chartered, EY, and global pharma — now applying that craft to LLM-powered experiences: retrieval-augmented copilots, agentic workflows, and streaming interfaces that make AI feel effortless.
14+
Years of experience
$14M
New monthly revenue unlocked at Standard Chartered
44+
Markets launched
60%
Performance uplift on enterprise platforms
What I Do
From model to interface — I ship the full surface area of modern AI products, grounded in enterprise-scale engineering discipline.
AI & LLM Engineering
Designing and shipping AI-native product experiences — from model integration to the interaction layer users actually feel.
- LLM integration & prompt orchestration
- RAG pipelines & vector search
- Agentic workflows & tool calling
- Streaming UX, evals & guardrails
Frontend Architecture
14+ years architecting design systems, monorepos, and high-traffic applications for global enterprises.
- React, Next.js, Vue, TypeScript
- Design systems & micro frontends
- Nx monorepos — 40% faster builds
- Performance engineering & Core Web Vitals
Full Stack & Cloud
Scalable services and infrastructure that keep AI products fast, reliable, and affordable at scale.
- Node.js, WebSockets, microservices
- AWS, GCP, Azure, Docker, CI/CD
- Supabase, MongoDB, event queues
- SEO & conversion optimization
Data & Immersive Visualization
Turning complex data into interfaces people understand — dashboards, 3D, and interactive storytelling.
- D3.js data visualization
- Three.js & 3D medical animation
- Interactive financial dashboards
- Figma-to-production design flow
Selected Projects
Brand, design, and engineering — end to end.
Corporate Website
United Techmind Corp
Brand identity and a fast, responsive corporate website for an IT staffing and consulting firm.
Law News Portal
IPRMENTLAW
Brand identity and a news portal covering Intellectual Property Rights, Media and Entertainment law.
Brand Identity
American Innovative Technologies
Brand identity and online presence for a growing consulting startup, built around a modern flat design.
Writing
Notes on AI engineering, LLM-powered interfaces, and the craft of modern frontend.
Designing AI-Native Interfaces
The chat box was AI's MVP. The real work is the interface around the model: streaming as a design material, agents that render state instead of messages, and provenance as a UI affordance.
From RAG to Agents: The LLM Product Stack in 2026
Model routers, hybrid retrieval, agentic state machines, and evals-as-CI - a working map of the modern LLM stack, and why the experience layer is the moat.
Tokens per Interaction: The Web Vital Nobody Is Tracking Yet
We track bytes, milliseconds, and layout shift - but AI products burn tokens invisibly. Instrumenting TPI, setting budgets per feature, and the regressions we caught.
Building something AI-native?
Whether it's an LLM copilot, an agentic workflow, or an enterprise frontend that needs to scale — let's talk.
Start a Conversation