Available for projects

I build systems
that ship.

AI-powered web apps and automation systems for businesses that need more than a template.

Explore My Work Get In Touch

What I Build

Production systems,
not prototypes.

Custom Web Applications

Full-stack apps with real backends, user auth, admin dashboards, and real-time updates via WebSocket. Not WordPress sites.

AI-Powered Business Tools

Chatbots, lead qualification, automated customer support, and smart dashboards with LLM integration.

Automation & Integrations

Telegram/SMS bots, payment routing, notification systems, API integrations, and auto-publishing pipelines.

Selected Work

Things I've built.

Production systems solving real problems for real users.

01

Real-Time Transaction Platform

Peer-to-peer payment routing system with deposit/withdrawal matching, 5-minute lock timers, screenshot verification, dispute handling, and a full admin dashboard. Real-time updates via WebSocket. Telegram bot integration for mobile admin ops and automated player notifications.

ReactFastAPISQLiteWebSocketTelegram Bot APIRailwayNetlify
02

Live Computer Vision Overlay Tool

Desktop application using OCR and OpenCV to read a live application window, detect on-screen elements (cards, positions, chip counts), and display a real-time decision overlay with equity calculations and strategic recommendations. Custom template-matching system for element recognition.

PythonOpenCVTesseract OCRFlaskFlask-SocketIONumPy
03

Discrete-Event Simulation Engine

Browser-based simulation modeling 945+ entities flowing through 19 processing stations with fitted statistical distributions, capacity constraints, and gender-based routing logic. Used for bottleneck identification and staffing optimization. Also built the full model in Simio.

JavaScriptSimioStatistical DistributionsOptimization
04

Multi-Platform Auto-Publisher

Content distribution system that takes a single piece of content and automatically formats and publishes across TikTok, YouTube Shorts, Instagram Reels, and other platforms on a schedule. React dashboard for content management with a FastAPI backend handling platform API integrations.

ReactFastAPIPythonPlatform APIsRailway

Tech Stack

Tools I work with.

Languages

Python JavaScript HTML / CSS PineScript

Frameworks

React FastAPI OpenCV WebSocket

Infrastructure

Railway Netlify Docker Git / GitHub SQLite PostgreSQL

APIs & Services

Claude API Telegram Bot API Stripe Twilio

About

A bit about me.

Tanner Hamilton — pixel art headshot

I'm a developer who builds production systems that solve real business problems. I've shipped transaction platforms handling real money, computer vision tools that read live screens, and simulation engines modeling complex operations.

I don't do cookie-cutter templates — every project is custom-built for the problem at hand. Currently based on the East Coast and available for freelance projects and consulting.

0
Production systems shipped
0
Technologies in active use
24/7
Systems running in production
0
Custom-built projects

Contact

Let's build something.

Have a project in mind or want to talk about building something custom? Reach out and I'll get back to you.

tanner.hamil10@gmail.com
GitHub