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Diagnose broken systems.
Build the ones worth scaling.

Full-stack apps, AI agents, RAG systems, and internal dashboards. Built for production.

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01 / Deconstruct
01 / Build
01Components

Stage
Components

A calm, repeatable system that turns ideas into reliable solutions.

Five stages, no surprises. From discovery to deployment, every system follows the same disciplined path.

01
Discover & Diagnose

Understand your system. Map the gaps, the bottlenecks, the wins.

02
Design & Plan

Map a clear blueprint. Lock in scope before any code is written.

03
Build & Automate

Ship working software. Pipelines, agents, integrations — wired in.

04
Test & Validate

Stress-test against real workloads. Catch regressions before users do.

05
Deploy & Improve

Go live, instrument, iterate. Systems that get sharper over time.

A modern stack for intelligent systems.

From automation to AI, frontend to backend — a focused toolkit picked for reliability and speed.

Automation
n8n
Zapier
Make
GH Actions
AI & Agents
OpenAI
Anthropic
LangChain
HuggingFace
Frontend
React
Svelte
Next.js
Astro
Tailwind
Backend
Supabase
Postgres
MongoDB
DuckDB
Django
Node.js
DevOps
Docker
Vercel
Cloudflare
AWS

Let's bring structure to messy systems.

I build AI agents, n8n automations, and full-stack systems that clean up chaos, save time, and grow your business.

  • Strategic Automation Roadmap
  • AI Agent Architecture
  • Full-stack System Implementation
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Tell me what you're trying to fix or build. I read every message myself.

From chaos to clarity.
From manual to automated.
From where you are to where you want to be.

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