Real systems for real clients and products — not mockups in a slide deck. Detailed breakdowns of what was built, how, and what happened next.
FiveMDraw rooms, click walls for doors, press Export. What I had to learn about collision, portals, room IDs and door rotations to make FiveM MLOs that simple, and how the Studio checks its own work.
AI & AutomationHow I turned llama.cpp, audio.cpp and my agent tooling into a managed local AI server platform—and what the build taught me about getting useful work from a 16 GB consumer GPU.
AI & AutomationConsolidating roughly fifteen prior assistant and agent builds into one local, hands-free, interruptible voice platform that acts on your machine behind a safety firewall.
AI & AutomationPoint it at a directory, get a grounded 3–6 minute explainer video where every factual claim is traceable to a source file. Local-first — NotebookLM meets a YouTube documentary.
AI & AutomationA lyric video creator combining GPU audio analysis, Whisper transcription with forced alignment, and real-time in-browser WebCodecs rendering to produce frame-perfect karaoke-style music videos.
AI & AutomationReverse-engineered Suno V5's AI music generation system through 2+ years of systematic testing, documented into a 26,000-word comprehensive guide with 30 chapters covering every aspect of mastering AI music production.
AI & AutomationBuilt a production-ready TTS API and web studio on top of Microsoft's VibeVoice, featuring WebSocket streaming, voice cloning, and 48k mastered output.
Web DevelopmentBuilt an interactive voiceover booth system for Netflix's Dark Crystal launch event, processing 3,500+ guests in a single month.
// More case studies get added as projects wrap up and NDAs allow. The blog covers work in progress.
Every one of these started with a conversation. Tell me what you're building and let's figure out the rest.