Hi, I'm
AI-focused Full-Stack Lead Developer and Solutions Architect with 20+ years of experience across government, logistics, retail, and SaaS. Specializes in designing and shipping AI-powered systems: multi- agent development harnesses that carry automated software development tasks from planning to deployment. Backed by deep full-stack expertise in React, Next.js, Node.js, Python/FastAPI and Java/Spring Boot. Proven leader who mentors teams through greenfield builds and legacy-to-cloud modernizations.
AI Models
Claude (Anthropic), Gemini, Gemini Live, Gemma, Azure OpenAI
AI Engineering
Claude Code, Vertex AI, Ollama (local LLMs), RAG, Tool Calling & Structured Output, Voice Agents (LiveKit)
AI Video & Media
ComfyUI, Wan 2.2 (Image-to-Video), Flux, AnimateDiff, Kokoro / Piper TTS, Kdenlive
Languages
Python, JavaScript (ES6+), TypeScript, Java, Spring Boot
Frontend
React, Next.js, Vite, Tailwind CSS, MUI, HTML5, CSS3
Backend
Java / Spring Boot, Node.js, Express, FastAPI
AWS
Lambda, ECS, CDK, CloudFormation, API Gateway, EventBridge, EKS, RDS
Azure
AKS, App Service, Functions, Event Grid, API Management, DevOps, GPT-4
Databases
PostgreSQL, MySQL, MS SQL, MongoDB, RDS
ML & Optimization
OpenCV, Google OR-Tools
CI/CD & Tools
Azure DevOps, GitLab, Docker, Kubernetes, Infrastructure as Code
October 25, 2026 · 10 min read
How I use Gemma, running locally through Ollama, to draft, validate, and ship posts for this site: a small Node script, structured JSON output, a build gate, and one command to deploy to Cloud Run.
October 25, 2026 · 8 min read
How I produce short marketing videos for a roofing company on a single 16GB AMD GPU: Flux for stills, a local LLM for prompts, Wan 2.2 for image-to-video, local TTS for voiceover, and Kdenlive to cut it together.
October 25, 2026 · 8 min read
A design-level look at an AI phone receptionist I built for a roofing company: what it does on every call, how the system fits together, and the design decisions that make it fast, reliable, and affordable for a small business.
October 21, 2026 · 11 min read
How I built a speech-to-speech AI receptionist for a roofing company that screens out marketers, live-transfers real customers, books appointments, and pushes leads to the CRM, on a single Google Cloud VM.