About
dxScale is an AI engineering practice focused on practical systems: strategy, agent applications, retrieval, evaluation, and production deployment.
The work starts with real business workflows, then turns them into software that teams can use, inspect, and improve.
How I work
- Build around the workflow before choosing the model or tool.
- Prototype quickly, then add evaluation, guardrails, and observability.
- Keep systems understandable enough for business teams to own.
Background
Recent work includes production AI systems for an enterprise machine learning department, spanning agent deployment, evaluation, and business facing applications.