10+ years across applied AI research, platform engineering and cloud architecture, most recent first.
Principal Engineer, AI Research & Platform (current)
Trained Llama-Doorman-22M and built the research pipeline behind it: use-vs-mention datasets, 72 trained candidates, held-out evaluation and pre-registered model selection.
Architected a managed platform for persistent, stateful AI agents: container orchestration, global edge networking, workspace snapshots and multi-provider LLMs.
Designed a distributed file storage system that scaled throughput ~500x; content-addressed storage (IPFS) at petabyte scale.
Solutions Architect & Cloud Consultant
On-prem to multi-cloud migrations with infrastructure and policy as code; microservices to Kubernetes.
Software Architect
Distributed systems for energy-sector clients, modelled with DDD and CQRS.
Co-Founder & CTO
An API product backed by web scraping and a machine-learning pricing model.
Senior Software Engineer
Engineering simulation software: numerical methods, optimization, Monte Carlo and ML models. Work led to filed patents.