Senior Software Engineer specializing in production-scale LLM systems and AI-powered solutions.
I build AI systems that actually work in production. Currently architecting LLM-powered document processing handling 60,000+ daily tasks for enterprise clients in regulated industries.
What I bring:
- LLM expertise: Advanced prompt engineering, uncertainty detection, adversarial validation, and intelligent evaluation frameworks using Gemini API
- Production mindset: Serverless architecture (AWS Lambda), distributed systems, and real-world scalability challenges
- Full-stack backend: 12+ years across Python, Java, Ruby - from insurance tech to cloud infrastructure to logistics
What I'm looking for:
- Exciting AI/ML projects, technical advisory roles, or architecture consulting where I can help teams build production-ready LLM systems that balance innovation with reliability.
Based in Edinburgh, working remotely across time zones. Always up for discussing the practical realities of getting AI into production.More...