AI and automation for engineering, energy and AEC teams
Software engineering for technical teams: AI agents and LLM pipelines with evals, ML models taken to production, and cloud platforms for compute-heavy simulation. I build the systems. I don't take on building-performance consulting or simulation studies.
- Process
- Pilot → Build → Hand over
- Stack
- Python · FastAPI · Azure · LLM APIs
AI Agents & LLM Pipelines
Agents with tool calling and LLM pipelines that classify, extract and summarize your documents and data, each with an eval, a cost ceiling and monitoring.
Learn more →ML Models to Production
From notebook to a service engineers use daily: training-data pipelines, FastAPI serving in Docker, cloud deployment and integration into existing tools.
Learn more →Simulation Compute Platforms
Cloud job platforms for long-running, compute-heavy workloads: job APIs, queue-driven workers that scale to zero, infrastructure as code and tracing.
Learn more →Not sure where AI or automation would pay off in your workflow? Let's talk first.
Get in touch