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Tauri desktop app, five Flask microservices, three-tier LLM fallback
Hi, I am Joshua Mosley
Applied AI·Implementation·AI Orchestrator
Sport scientist who builds production AI systems. Currently shipping for my own supplement brand suppstantial.com and for clients. Köln, Deutschland.

// 60 to 90s introduction · who I am, what I built, what I'm looking for
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Tauri desktop app, five Flask microservices, three-tier LLM fallback

Custom Next.js commerce, Claude-powered assistant, creator dashboard
Scrape, LLM analysis, multimodal generation, video render
Custom workspace for client redesign projects
Personal trainer redesign with AI chat
Native iOS + web goal tracker
B.Sc. in Sportwissenschaften (Deutsche Sporthochschule Köln, 2019) and M.A. in Sportbusiness Management (IST-Hochschule, 2024). I co-founded Suppstantial in 2019, a supplement brand based in Köln, which is where I started writing software seriously.
Around 2024 I went deep into AI implementation. Today most of my work is full-stack with Claude, OpenAI, Cloudflare Workers, and Next.js, both for Suppstantial and for client projects.
17 years in sport and fitness gives me real domain context for health, behavior, and adherence problems. That tends to change what I build, not just how I build it.
I'm looking for AI implementation consulting, AI solutions engineering, or applied AI roles. Open to remote, Köln, or hybrid.
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I use LLMs, image models, and tools as part of the build, not as a final-step bolt-on. The point is to get to a working system faster, with the same level of judgment about correctness.
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I work across the stack: schema, services, UI, deploy. Multi-LLM fallbacks, microservices, and webhooks come up in most of my projects. I prefer owning the full path over handing off in the middle.
03
17 years in sport and fitness, plus running a DTC supplement brand. That tends to change what I build for health and behavior products, not just how I build it.
// AI / LLMs
// Frontend
// Backend & Data
// Infra & Runtime
// Workflow