Local LLM Audio Pipeline
Self-hosted TTS/STT system with a custom Electron desktop app for batch processing. Cut commercial API costs to zero.
PythonElectronTTSSTTLocal AITypeScript
I build production AI systems and automation infrastructure for businesses that need real deployments, not demos.
I help businesses move from AI experiments to systems that actually ship.
I'm Giovanni — I run an education consulting business in Japan and built every piece of its AI and automation infrastructure myself. From local LLM deployments to operations pipelines that run themselves, I work on systems that have to actually function in production, not just demo well.
I help other businesses do the same.
Selected work
Student Operations System
Google Apps Script-based automation handling student records, scheduling, and mass email communications. Runs daily without intervention.
Google Apps ScriptAutomationOperationsJavaScript
Bilingual Curriculum Pipeline
AI-assisted system for producing English/Japanese educational materials at scale, including TOEFL/IELTS prep content and pre-departure documents.
AINLPJapaneseEducationPythonPipeline
Have a project?
I'm currently taking on freelance work. If you have a real production AI or automation problem to solve, I'd like to hear about it.
Email me