HMS Solution
Working closely with experts from trinamiX, HMS developed a modular software solution consisting of a universal mobile app connected to the infrared detector, a cloud-based backend for data processing and management, and a web-based customer portal. HMS also set up an environment for deploying and operating the underlying machine learning models.
Sensor data is automatically transferred from the device to the cloud backend via the mobile app. Based on each sensor reading, the system generates a score that gives users real-time results and supports immediate decision-making. Sensor data and model predictions can also be analyzed in greater detail through the customer portal.
Project summary
trinamiX
Industry: Sensors and Measurement
Focus: Data Science & Machine Learning
Use Case: MLOps & Model Operations
Solution
Universal mobile app, cloud backend, and web-based customer portal
Applications
Plastics recycling, agriculture, cosmetics, and the chemical industry
Tech Stack
Customer Benefits
By combining the powerful capabilities of its proprietary NIR sensor with the scalability and flexibility of cloud computing, trinamiX has expanded the range of applications for NIR spectroscopy. The innovative mobile NIR solution has helped improve customer processes in sectors such as plastics recycling, agriculture, cosmetics, and the chemical industry.
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