01
AI Engineering
Practical AI built into real systems — not demos.
I build AI into the systems you already run: LLM apps and agents, machine learning on operational and sensor data, and computer vision on live video.
- LLM apps and agents: chat assistants, document processing, and workflow automation
- Machine learning on operational and sensor data: prediction, anomaly detection, and forecasting
- Computer vision on real-time video: event detection, inspection, counting, and tracking
- Event-triggered automation at the edge, such as automated recording
02
IoT Prototyping
From bench prototype to field pilot.
Connected devices built around ESP32, LoRaWAN, and Wi-Fi, with the sensors, controls, and interfaces your product or equipment needs.
- ESP32-based controllers
- Touchscreen controls, timers, and scheduling
- LoRaWAN and Wi-Fi sensor networks
- Serial integration with existing equipment
- Matter smart-home integration
03
Systems Automation
Equipment that runs on rules, not clipboards.
PLCs, SCADA, building controls, and networks tied together, and to the cloud, so systems respond on their own and report what they're doing.
- PLC and MES/SCADA integration
- HVAC, temperature, and ventilation control
- Building and home automation
- High-density networks, fiber optics, and real-time video distribution
04
Production Process Optimization
Instrument the process. Find the bottleneck. Automate the fix.
I replace paper, duplicate data entry, and blind spots with real-time data and automated workflows.
- Paper systems and duplicative manual processes replaced completely
- Real-time metrics and driver feedback
- QR code scanning and passwordless driver authentication
- Monitoring, alerting, and centralized situational views
- Pick/pack, load/unload, and delivery workflows