Victor Meinert
AI Projects

The cost of
finding out
went to zero.

Six systems designed, built, and tested with real users at near-zero cost. Each one answers a market question with evidence instead of opinion, before a dollar of development capital is committed.

End-to-End Venture · Product Architecture
Pre-seed startupWIP

CareSync

The therapy record that belongs to the family, not the clinic. A caregiver-owned platform built for continuity of care across every therapist a patient sees.

Proof of concept · Live users→
Agentic Pipeline · Live Deployed
Live prototype

Khan Academy POC

An AI-powered video metadata pipeline built as a screener submission for Khan Academy. Ingests raw video, generates publish-ready metadata (title, description, timestamps, tags, thumbnail brief) and routes to a QA team for human review. $0.02 per video in API costs.

Live demo · AI processing offline→
Multi-Agent Orchestration · Learning Layer
AI system

Job Search OS

A 9-skill agentic system built on Claude Cowork: daily job discovery, lead classification, inbox monitoring, personalized cover letter generation, and a full interview pipeline with rehearsal, one-shot drill, and post-debrief scoring. A self-improving intelligence layer learns and updates across every run.

Internal system · In operation→
Full-Stack Product · Complex Domain Modeling
Live prototype

KreweBook

A numismatic-style collecting, cataloging, and trading marketplace for Mardi Gras doubloon throws. Brings the rigor of coin collecting to one of New Orleans' most storied traditions: catalog, value, grade, and trade across krewe and vintage. The live demo runs on real Babylon catalog data.

Live demo · In development→
AI-Guided Instruction · Pipeline Replication
Live prototype

DevStack Guide

An AI-powered interactive guide that walks anyone through replicating a complete end-to-end software publishing pipeline: from local development through GitHub, Vercel, and live domain deployment. Built the pipeline, then built a tool to teach it. The live demo is fully browsable with the AI API disabled.

Live demo · AI API disabled→
Notion as Agentic Backend · Sprint Automation
Agentic system

Project OS

Claude.ai holds the strategy. Claude Code holds the codebase. Neither can see the other. Project OS makes Notion the shared memory between them: a set of skills that spins up a complete project environment, backlog through sprint board, then operates it autonomously across both surfaces.

In operation→