Selected work
A selection of the kinds of problems I work on. Details are kept general to respect client confidentiality.
Agricultural biotech
Applied AI for plant-science research
Turning large volumes of experimental and sensor data into models that guide real crop-treatment decisions.
- Applied machine learning
- Data engineering
- Computer vision
- Scientific workflows
Agriculture and connected systems
A connected sensing platform from device to dashboard
Designing the end-to-end architecture for sensors, edge devices, and cloud software that had to survive real conditions.
- IoT architecture
- Embedded integration
- Cloud data pipelines
- Systems design
Professional services
An AI-assisted workflow for document-heavy operations
Using LLMs, with people still in charge, to take the repetitive reading and drafting out of a skilled team's day.
- LLM integration
- Workflow automation
- Evaluation design
- Human-in-the-loop design
Customer operations
Voice AI intake, from prototype to pilot
Taking a voice-agent idea from a quick demo to a pilot that handled real calls safely.
- Voice AI
- Real-time systems
- Conversation design
- Integration
Technology product company
Technical leadership for a growing product team
Bringing direction, structure, and calm to an engineering team that had outgrown its early habits.
- Fractional CTO
- Architecture review
- Team mentoring
- Delivery leadership
Have a technology or AI problem worth solving?
A 30-minute conversation. No pitch, just an honest view of whether and how I can help. Or talk to Maya, my AI guide, right now.