No hype. Working systems.
I don't sell potential. Every project ends with something you can run on Monday. If a model isn't the right tool, I'll say so.
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Liam Nabut — @liamvisionary
AI Systems Consultant & Full-Stack Engineer. Founder of Rizzma Inc.

A dating-assistant app that writes what to say next, powered by a private multi-model pipeline.
Built solo end-to-end: React Native app, Python backend, RAG over conversational context, fine-tuned response generation, subscription billing, App Store launch.
Visit rizzma.ioI don't sell potential. Every project ends with something you can run on Monday. If a model isn't the right tool, I'll say so.
Design, frontend, backend, infra, hardware if needed. One person keeping the mental model means less friction, faster iteration, fewer bugs.
Comfortable with local LLMs, private inference, GPU servers. If privacy matters, nothing has to leave your box.
Documented. Tested. Handed off cleanly. I've been the only engineer on teams — I know what good handoff looks like.
OpenAI, Anthropic, Gemini, Grok. Streaming chat, tool use, structured output. Drop Claude into an existing product in under two weeks.
CrewAI, LangGraph, custom orchestration. Multi-step workflows that actually finish — with retries, cost caps, and observability.
From "dump PDFs into a vector DB" to hybrid BM25 + re-ranker + citation. Evaluated, not vibes-based.
llama.cpp, Ollama, vLLM on your hardware. For when data can't leave the building.
Next.js, React, React Native, Node, Python, FastAPI. From zero to App Store / production deploy.
Unity, Three.js, WebGL, ARKit. Years shipping interactive 3D.
ESP32, Arduino, custom PCBs, RFID, servos. Bridges physical to software.
Solo founder energy with enterprise-clean handoff. Scope, estimate, ship, document.
Quick intro. We figure out fit and shape — no slides, no pitch deck.
Book this →1-on-1 strategy session on a specific question. Tool + stack recommendations + follow-up notes.
Book this →Full hour. Readiness assessment, roadmap, and implementation plan you can act on Monday.
Book this →Scope a monthly retainer — priority access, async channel, implementation help.
Book this →Shipped Rizzma to the App Store. Built AMI AI companion. Consulting engagements with startups on AI integration.
Led full-stack + AI for a fitness SaaS and multiple AI-first products. Typically solo or with 1 junior.
Shipped multiple titles across Unity, WebGL, and VR. Polygon Mayhem peaked at ~300 CCU. Heroes Tale released across VR platforms.
Built the technical systems behind seven rooms. Custom firmware, physical puzzles, game-master tooling, IoT networking. USA Today recognized.
Self-taught the craft. Personal projects, freelance builds, and early experiments across web, games, and hardware — the foundation for everything that came after.
Give Liam any project and he can deliver it on time and efficiently. He is a natural born leader when it comes to managing and building any project.
Work was excellent, efficient, and very easy to work with. The quality speaks for itself. Will work with him again on future projects.
Met in Tokyo, bonded over cocktails. Big vision, serious ability to deliver. He helped us build systems we couldn't have done alone.