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Achievements

Achievement: Pair Extraordinairex2Achievement: QuickdrawAchievement: Pull Sharkx3Achievement: YOLO

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@VSTeam

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gofullthrottle/README.md

John Freier

Zero-to-one engineer. Bare metal to ML pipelines to product — whatever the work needs.

Currently architecting initiative-engine — a multi-agent orchestration platform with executor, orchestrator, observability, and analytics layers — running 85+ specialized agents across 12 organizations and 169 active initiatives. Shipping Claude Code plugins. Running a 45-service homelab as a working environment for AI agent operations research.

Two-time technical founder. At Pangeam (~20-person company; $2M raised at $15M), led on-prem CV/ML deployment into two Fortune 50 HQs. At Statricks, led a 5-engineer team through the cloud→bare-metal migration that saved $240k/yr (18 months zero unplanned downtime). Earlier: federated learning + smart-city architecture with EdgeLake's distributed edge-database team.

Open to engineering leadership roles, AI agent-orchestration architecture work, and AI engineering education collaborations.

johnefreier.com · LinkedIn · X

Affiliations: @Pangeam · @VSTeam (Statricks) · @EdgeLake

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