Projects
Production-grade deployments
Representative systems combining vision, robotics, and software in real plants and industrial environments.
Flagship systems
Examples of deployed solutions
A look at systems that combine ML, robotics, and software into cohesive products.
Automated Ribbing Quality Analysis
Vision-led QA system evaluating ribbing cuts on beef carcasses in real time. Provides cut-quality metrics and overlays to operators and robots, integrated with plant data flows.
Carcass & Cattle Classification System
Edge-deployed ML/CV pipeline that classifies carcasses and cattle at line speed. Operator tools, alerts, and reporting keep QA and operations aligned on grading decisions.
Robotic Drum Palletizer
Automated end-of-line system picking oil drums from a conveyor and stacking them in precise 3x3x3 configurations for a lubrication factory.
Vision-Guided Steak Loading System
Gantry-mounted robot arm with integrated vision to load steaks onto a bone duster conveyor, then retrieve and place them onto trays.
Manufacturing Shop Management System
Full shop inventory, admin, jobs, purchase orders (PO), and more for a Machine Manufacturing company. Built with modern ASP.NET Core Web API, SQL, and TypeScript React.
Solution patterns
Repeatable building blocks
Common patterns we apply across plants, products, and lines.
Vision-guided robotic cells
Robots, calibrated cameras, and safety systems working together for precise picks, cuts, and inspections—aligned with your existing PLC, IO, and safety hardware.
Operator dashboards & HMIs
React/Next.js interfaces tailored to the plant floor: calibration workflows, QA review, production dashboards, and traceability views that operators actually use.
Data pipelines & observability
Logging, metrics, and alerting at the edge and in the plant network. Gives maintenance and engineering teams visibility without locking everything behind a black-box vendor portal.