Projects

Demoscene productions, AI systems, full-stack apps, and client-delivered software. Each entry focuses on architecture, creative intent, and responsibility—not only a feature list.

Recent work

Assembly Summer 2026

Two shipped demoscene projects: an award-winning learning tool and a real-time audiovisual production.

Fix It Competition · Assembly Summer 2026

SceneStart: Demoscene builder for beginners

2nd place · 132 points

A demoscene builder for beginners. Export your first real-time browser demo in 5 minutes.

Built in 20 hours with 21 learning paths, real-time effects, offline export, and no backend. Won 2nd place at the Assembly Summer 2026 Fix It Competition among 13 finalists.

TanStack Start React.js TypeScript Tailwind CSS Canvas API
Live project GitHub pending · not yet open source

AI Coding (Vibe Demo) Competition

Artificial Intelligence Never Sleeps

Assembly Summer 2026

Real-time audiovisual demo (122.5s @ 1080p60) exploring AI through procedural graphics.

A deterministic 60fps engine with FFT visualization, synchronized narration, procedural effects, and full AI tool disclosure.

Python pygame-ce Cursor / Claude FLUX Together Orpheus Suno
Demozoo

Full-stack & applications

End-user or multi-service software with UI, API layer, and persistence.

Pipe Production & Inventory

Private client project

Private client delivery: work orders linked to inventory with stock deduction, remnants, and audit trail. FastAPI, React, PostgreSQL, nginx, systemd.

Client identity and production details withheld for confidentiality. Sanitized portfolio demo available on GitHub.

GitHub open_in_new

RPS League App

React and Node.js with Prisma; SSE for live league state. Domains: matches, auth, sync not only screens.

React Node Prisma SSE
GitHub open_in_new

Personal Apps Suite

Local-first tools with shared design system: Ledger, Debts, Career dashboard, PdfConvert, VideoDownloader. React and Python; systemd/local HTTPS where needed.

React Python Local-first
GitHub (Ledger/Debts) open_in_new

AI Systems & Backend Automation

Agentic workflows, RAG pipelines, and AI-assisted engineering tools.

AegisOps AI

Public demo

4-agent LangGraph pipeline (AMD Hackathon 2026): MITRE ATT&CK to Sigma rules and SOC playbooks. Hugging Face Spaces deploy with demo mode default; live vLLM/ROCm path for full inference.

LangGraph FastAPI Docker
GitHub open_in_new Hugging Face open_in_new

AI Insight Engine

Portfolio RAG code auditor: pgvector (20,875 chunks), LangGraph agent, pytest, GitHub Actions CI/CD, 15-case eval suite (7/15). Companion LoRA/GGUF fine-tune artifacts.

FastAPI RAG CI/CD
GitHub open_in_new

Azure Optimizer

AI-assisted system for analyzing cloud infrastructure, detecting inefficiencies, and generating actionable cost and configuration optimizations.

Python AI-assisted Cloud
GitHub open_in_new Hugging Face open_in_new

Emma Voice Assistant

Lightweight Python voice assistant with conversational control, designed for fast interactions, command execution, and extensible AI-driven workflows.

Python Voice Workflows
GitHub open_in_new

HexStrike pipeline

SQLite attack-surface DB with import/query pipeline and scan diffing. Integrated HexStrike into security analysis via MCP in Cursor. Built the pipeline, not the upstream framework.

Python MCP SQLite

Private repository

Supporting work

Earlier utilities and labs on GitHub. Security background informs design; primary focus is AI and software engineering.