Engineering solutions that solve real business challenges
Each case study reflects our collaborative approach and commitment to quality. From concept to deployment, we work closely with our clients to build solutions that scale, perform, and deliver real-world impact.
CASE STUDIESPowering Real-World Impact
Every case study reflects RNDSquare’s commitment to solving real business challenges through practical engineering and intelligent technology. We partner closely with our clients to understand their objectives, constraints, and operating environments, ensuring each solution delivers measurable results beyond just technical implementation.
Ultra-Low Power Face Recognition Using STM32
MobileNet face recognition on STM32H743 for fully offline, battery-operated access control — no cloud dependency, months of battery life per charge.
Real-Time Driver Fatigue Detection Device
YOLO-based IR camera device for real-time driver drowsiness detection with in-cab alerts and 4G fleet portal integration day and night operation.
Smart Diesel Generator Monitoring Solution
IoT device with RS485, fuel sensors, and 4G LTE for real-time diesel generator monitoring, fuel alerts, and centralized multi-site dashboard management.
Real-Time IoT Container Monitoring System
90-day battery IoT device with load cell, PT100, and accelerometer for cargo weight, temperature, and shock monitoring in transit with compliance reports.
Cold Storage Monitoring Across Multiple Sites
IoT system with wireless sensors, WiFi/4G, and energy metering for real-time cold storage monitoring, excursion alerts, and automated compliance reports.
License Plate Recognition System using ALPR
600fps camera with embedded OCR for automatic license plate recognition, whitelist/blacklist matching, and gate control at checkpoints.
Smart Cattle Monitoring with IoT Collars
Solar-powered wearable IoT collar with GPS, accelerometer, and 4G to monitor cattle health, location, and behavior — with geofence alerts for remote farms.
AI Vision Worker Efficiency Tracker
Edge AI system on Raspberry Pi 5 using OpenCV to monitor worker activity, track idle time, and enforce safety zone compliance on the production floor.
Animal Detection System using AI/ML
Edge AI system using ARM Cortex-A55 and IP cameras that sends real-time WhatsApp alerts to forest teams, preventing human-animal conflict.
Intelligent Loco Pilot Driver Assistance System
A real-time train tracking system with sub-meter GPS, 5G/4G connectivity, and Android kiosk display for accurate passenger information and operations.
Wearable Fall Detection with Location Alert
A wearable fall detection pendant with automatic GPS alerts, SMS, and caregiver calls designed for elderly and at-risk users with no manual action required.
Smart Helmet Camera for Construction Sites
AI-powered smart helmet camera with 4G, GPS, and real-time PPE detection for construction site safety monitoring, live streaming, and emergency alerts.