In progress
AI-assisted business operations platform
I am building an operations platform for a field-service business that brings core workflows into a coherent system for people and controlled automation.
Selected systems / architecture and delivery
Systems I build, use, and apply.
A selection of engineering systems across enterprise platforms, AI-assisted delivery and infrastructure, and applied business operations. Each detail describes its current stage and the boundaries that shape it.
- Built and used
Harness engineering for AI-assisted software development
I build and use a private engineering environment with deterministic repository intelligence, bounded agent work, explicit orchestration, validation, independent review, and evidence capture.
- In progress
Enterprise AI platform consolidation
Helping transform independently developed AI capabilities into a cohesive application and platform architecture for employees across a large organization.
- Experiment in progress
Specialized local models and durable evidence
I benchmark smaller local models on repeatable engineering tasks and build durable execution records for evaluation and future specialization experiments.
- Built and used
AI-assisted platform and infrastructure engineering
I use AI-assisted engineering across application, service, data, and infrastructure boundaries, carrying work from implementation into running and validated systems.