Agentic workflow system
Agent Operations Toolkit
A modular operator workflow for coordinating research, drafting, review, and delivery across AI-assisted tasks.
- Agents
- Workflow design
- Tooling
- Human-in-the-loop
Selected Work
A growing body of products, systems, and technical depth
This section is intentionally broad. It can hold client work, internal tools, GPTs, AI products, workflow systems, and selected background projects that show the engineering foundation underneath the current work.
AI product
Retrieval-Driven Knowledge Assistant
A retrieval-backed assistant pattern for turning fragmented internal knowledge into a usable interface for teams.
- RAG
- Knowledge systems
- Prompt design
- Evaluation
Technical enablement
Embedded AI Enablement
Short-term embedded work to help teams adopt AI-assisted development, agentic tooling, and faster software delivery patterns.
- Embedded consulting
- Delivery systems
- AI adoption
- Engineering leadership
Background depth
Production ML Foundations
Years of engineering across machine learning, backend systems, and production software well before the current LLM wave.
- ML background
- Backend systems
- Haskell
- Python