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Work

Projects and systems I've built. Focus areas: on-device ML, compliance automation, deterministic systems.

JKCA (Legacy)

archived

Previous iteration of this personal site. Next.js with PostgreSQL backend and auth system.

Next.js TypeScript PostgreSQL Auth
GitHub
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MLNavigator

stable
2025-present Founder & Technical Lead

On-premises AI compliance checker for aerospace. Runs locally without internet. Validates engineering drawings against standards.

AI Compliance Aerospace On-device ML ITAR
Website GitHub
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adapterOS

wip
2024-present Creator

Apple Silicon-optimized adapter runtime for efficient multi-model AI workloads. Memory-parallel LoRA mixing.

Apple Silicon LoRA MLX Inference Research
Website GitHub
→

AuchShop

paused
2023-present Founder

E-commerce platform with Shopify and Amazon integrations. Multi-channel inventory sync.

E-commerce Shopify Node.js Inventory
Website
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© 2026 James Auchterlonie

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