Stack&Loop

Full Stack Developer + AI Engineer

Building products that feel sharp, ship fast, and scale cleanly.

I design and deliver modern web products with disciplined engineering and thoughtful AI integration, turning complex product goals into reliable software.

What I Do

I connect product intent, engineering quality, and intelligent automation.

Full Stack Systems

I design and ship robust web systems from data model to UI state, with maintainable APIs and pragmatic architecture.

  • Next.js + React app architecture
  • Typed APIs, validation, and observability
  • Performance tuning for real production traffic

Applied AI Engineering

I integrate LLM workflows and intelligent tooling into products that are useful, measurable, and aligned with business goals.

  • Prompt + orchestration design
  • RAG and task-specific retrieval patterns
  • Evaluation loops and failure-mode hardening

Product-Focused Delivery

I work from problem framing to shipped outcomes, balancing design polish, technical quality, and delivery speed.

  • Roadmap decomposition and execution
  • Cross-functional communication
  • DX-minded code quality and documentation

Projects

Real builds where architecture decisions shaped measurable outcomes.

Problem

Teams had delayed reporting and no shared source of truth for product growth signals.

Solution

Built a streaming analytics platform with typed event ingestion, dynamic charting, and role-based views.

Impact

Reduced reporting lag from hours to seconds and increased weekly product decision cadence.

SignalBoard project preview

Contact

Let's design and ship your next ambitious product.

Share the problem space, goals, and timeline. I can support full-stack execution, AI feature integration, or end-to-end product builds.

Status: Ready when you are.