Projects
These case studies use facts from the résumé and available source trees. Filters hide work that does not belong to a category rather than inventing extra projects.
Software
LiveFull-stack store built from scratch and running live: checkout with stock reservation, card (3-D Secure) and PromptPay payments, shipping and tracking, loyalty points, real-time notifications, and an admin CMS — deployed by CI/CD to my HomeLab.
AI / ML
LiveSpeak to your phone and your Windows PC does it — with no cloud AI. Speech-to-text and an LLM run on my HomeLab GPU; a policy layer and an HMAC-signed agent decide what is allowed to run.
Team Projects
Capstone fitness platform for gym members, trainers, and gym owners: workout program builder, exercise substitution when a machine is busy, gamification, and a gym CMS with a floorplan editor.
Team Projects
Web point-of-sale for restaurants: customers order by scanning a QR code at the table, the kitchen sees orders live, and cashiers settle bills by table with cash or PromptPay.
AI / ML
Neural networks written from scratch in NumPy: a backpropagation MLP for flood forecasting and classification, and an MLP trained by a genetic algorithm that reaches 97.5 % accuracy on breast-cancer data.
Infrastructure
An old PC rebuilt as a Proxmox server that runs my live projects and a local LLM on its own GPU, published through Cloudflare Tunnel with Grafana and Dozzle for metrics and logs.
Team Projects
Team software project where I led development, owned system design and technical direction, and evaluated whether AI belonged in the product.
Team Projects
Job platform that connects people with disabilities, the elderly, and other vulnerable groups with employers — job search with filters, applications and tracking, and employer posting with admin approval.
Software
The (Un)useless Box — a stress-relief toy built from logic gates, a 555 timer, and DC motors — plus an assembly-to-machine-code translator with a behavioural simulator.
