AI & Machine Learning Systems
RAG pipelines, agent frameworks, local inference, and AI gateways. I build systems that turn models into production-grade products — not prototypes.
Independent Technical Consultant
Engineering the future of your product.
From AI-powered systems to Cloudflare edge infrastructure. I help businesses ship faster, scale smarter, and build what matters.
AI/MLCloudflareReact/Next.jsTypeScriptEdge ComputingDevOps
30+
Production Repositories
6
Core Expertise Areas
100%
Client-Focused
Edge
Global by Default
What I Do
Deep Expertise, Broad Impact
Not a generalist who skimmed the docs. These are the areas where I have shipped production systems — repeatedly.
Cloudflare & Edge Infrastructure
Workers, Durable Objects, D1, Vectorize, R2, Pages. I design architectures that run at the edge — fast, cheap, and globally distributed by default.
Full-Stack Engineering
React, Next.js, Astro, TypeScript, and modern PWAs. From pixel-perfect frontends to resilient backends — shipped and maintained in production.
Platform & DevOps
Docker, GitOps, CI/CD, homelab automation, and infrastructure-as-code. I build the platforms that let teams move fast without breaking things.
Media & Entertainment Platforms
Streaming backends, content discovery, request managers for Jellyfin/Plex, and digital libraries. I know how to build products people actually use daily.
Security & Posture Monitoring
Browser-fleet management, device posture, access control, and monitoring. Keeping distributed teams and infrastructure secure without friction.
Portfolio
Selected Work
A few things I've built — from browser-native AI to edge-distributed platforms. Every project is production-grade and maintained.
Wijnbladh AI Gateway
OpenAI-Compatible Inference Router
Cloudflare Worker fronting multiple AI providers with PII scrubbing, automatic failover between Workers AI, OpenRouter, and Ollama.
Cloudflare WorkersTypeScriptAI Gateway
Feed
Personalized News & Discovery
Cloudflare-native feed engine using D1, Vectorize, Durable Objects, and an Agent-driven curation pipeline. Powers feed.wijnbladh.xyz.
WorkersD1VectorizeAgents SDK
Filmis
Media Request & Discovery Manager
Open-source request and discovery platform for Jellyfin, Plex, and Emby. Built for media enthusiasts who want a unified experience.
Full-StackMedia APIsPWA
About
I build what I advise on.
I'm an independent technical consultant with a simple working principle: I only advise on systems I've actually built and shipped. That means real production experience — not theoretical knowledge scraped from documentation.
Over the past years, I've architected AI-native products, edge-distributed platforms on Cloudflare, and full-stack applications used by real people daily. My work spans from browser-native machine learning to multi-region infrastructure orchestration.
Whether you need a technical strategy review, hands-on architecture for a new product, or a senior engineer embedded in your team — I bring the depth to make complex decisions confidently and the pragmatism to ship fast.
AI ArchitectureCloudflareReact EcosystemTypeScriptEdge ComputingSystem Design
Ship-Fast Mindset
Prototype in days, not months. Iterate with real users. I optimize for learning velocity and measurable outcomes.
Security by Default
Every architecture I design considers device posture, access control, and data privacy from day one — not as an afterthought.
Global-First Architecture
I design for the edge by default. Lower latency, lower cost, better resilience — no matter where your users are.
Start a Conversation
Ready to Build Something Great?
Tell me about your project. I'll respond within 24 hours with honest feedback on whether I'm the right fit.
Quick Facts
- Typical response time: under 24 hours
- Worldwide — remote by default
- Free 30-minute discovery call