From field requirements
to production systems.

One surface to plan, execute, and reconcile the season. The platform combines 10-second GPS tracking, equipment and crew records, OSRM field sequencing, schedule-change approvals, and season-over-season yield tracking.

• Deterministic simulation of field paths, split crews, truck cycles, FIFO factory unloading, and variety-aware processing windows.
• Animated map playback from 1× to 500× with a crew Gantt and factory capacity gauges.
• Regular, overtime, and double-time labor-cost analysis under California Wage Order 14.
• Irrigation block editing and ETo-driven schedules; soil-moisture, weather, and pressure-event monitoring with SSURGO soil inference.

React · React Leaflet · Go · Python · PostgreSQL / PostGIS · OSRM · background pipelines · on-premise GPU inference

Mockups complete; development underway. A harvest staffing platform replacing calls, texts, and spreadsheets with a schedule board for each machine's crew, shift, and field.

• Replacement recommendations based on qualifications, distance, and rest limits.
• Relocation cost comparisons covering mileage, per diem, and lodging, routed to logistics for approval.
• Hotel management and a Spanish-language operator app with one-tap shift confirmation.
• Weekly group cost reporting and a scenario builder.

Built a custom warehouse management and fulfillment application at Honeycomb Robotics. A rate-shopping engine aggregates live UPS, USPS, and DHL rates and selects the lowest-cost option for each shipment.

Developed control software that enforces prescription-based dispensing limits and detects and reports tampering. In a one-patient New York pilot, the physician could review medication times and device events.

The software performed as designed; the pilot identified mechanical revisions needed in the device.

Surveyed fields and trained a model on thousands of drone images, reaching approximately 67% detection accuracy. The economic study found drone detection with manual cleanup crews was not feasible.

Recommended redirecting the solution toward foreign-object ejection during harvest.

Built database storage, automated data intake and page setup, multi-crop support, a landing page, and field-technician alerts.

Serviced acreage grew from approximately 11,600 to 26,000 without expanding the software team.

Led development of the full-stack platform and service website, saving an estimated $120,000–$150,000 by building in-house. Worked with stakeholders and the company owner on operations, economics, expansion strategy, annual roadmaps, and reviews.

React · Next.js · Tailwind CSS · JavaScript · Leaflet · Chart.js · Docker · Kubernetes · Google Cloud Run · BigQuery

Guided four senior computer science students in building a web application to create and view NDVI crop-health images from satellite data. Delivered a proof of concept valued at approximately $30,000.