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02 Domains

Where the work actually happens.

Six areas I design, build and operate in, each one feeding the others.

01

AI & Local Model Infrastructure

Private inference infrastructure, owned outright rather than rented.

  • Local models across multi-GPU servers
  • Quantization, VRAM and context planning
  • Task-based routing between models
  • Vision, OCR, speech and multimodal pipelines
02

Real-Time Media & Streaming

Live video and audio treated as an engineering problem with a latency budget.

  • One live input, many destinations
  • OBS, RTMP, media servers and VOD
  • Transcription, OCR and event detection
  • Backup connections and tested failover
03

Automation & Browser Systems

Repetitive operational work turned into supervised, recoverable pipelines.

  • Browser automation built with Playwright
  • Separate planner, executor and verifier
  • Sessions and auth state held reliably
  • Monitoring and recovery for long jobs
04

Full-Stack Product Development

Making complex infrastructure operable by people who never read a log file.

  • APIs, services and real-time interfaces
  • Dashboards and operator control panels
  • Auth, databases, queues and webhooks
  • Deployed and maintained in production
05

Infrastructure & Networking

The layer everything else quietly depends on.

  • Linux, Docker and reverse proxies
  • DNS, SSL, firewalls and monitoring
  • GPU server and workstation planning
  • Dual-WAN failover and resilient internet
06

Product & Technical Ownership

Accountable for the outcome, not just the commit.

  • Operational problems into technical systems
  • Concept through to production
  • Technology chosen on reliability and cost
  • Production issues diagnosed under pressure

Got something that needs building?

Tell me the problem. I will tell you honestly whether I am the right person for it.

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