Hey, I'm Jay

I build software that tests, evaluates, and improves AI systems.

BS Computer Science · Four years of formal test operations in autonomous vehicles · Full-stack developer

My work sits at an unusual intersection: formal test discipline from safety-critical systems, project-based AI evaluation engineering, and full-stack SaaS development. I build things that work, break them to find out why, and then write down exactly what happened.

Recent public work

Work	What it is
Together streaming evidence	Three synthetic SSE cases, pinned dependencies, deterministic replay, 8 passing tests. Delivered to the SDK's issue tracker.
Mastra token-estimation corpus	16 cases / 64 estimates with reproducible checks; upstream maintainer closed the issue.
PrismML / Bonsai benchmarks	Multi-hardware benchmark rows with review corrections in public.
Hugging Face lifecycle validation	Independent before/after check of another contributor's fix.

How I work: evidence-first; AI-assisted and I say so openly; no strings attached — if something I publish helps you, use it.

Ships in port

Repo	What it is
convogpt	AI conversation app with voice, real-time canvas, and a 3-layer mind architecture. React Native (iOS/Android) + Express backend + Electron desktop.
voice-clone-server	Voice cloning server with Piper TTS, audio processing pipeline, dataset management, and Docker deployment.
projector	P2P storage projector built on hypercore, hyperdrive, and hyperswarm for decentralized file sync.
deepconvo-codex	AI coding agent with VS Code extension and model training infrastructure.
FREE2LANCE	Full freelance marketplace with Stripe payments, real-time messaging, AI features, and 2FA.
ai-docs-saas	Multi-tenant AI document generation platform with RAG retrieval and PII redaction.
gigweave	AI-powered freelancer sourcing tool that analyzes profiles and generates targeted outreach.

Contact

jayglidden.engineering@gmail.com github.com/EngineeringWithJay