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LoRa Border Intrusion Sensor Network — project thumbnail preview
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LoRa Border Intrusion Sensor Network

This project builds a perimeter-intrusion demonstration network: battery-powered LoRa sensor nodes with PIR motion sensors ar...

PIR motion sensors ESP32 sensor nodes + LoRa radios LoRa gateway node
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Parcel Sorting Conveyor using Barcode Scanner — project thumbnail preview
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Parcel Sorting Conveyor using Barcode Scanner

This project builds a model-scale parcel sorting conveyor: parcels move along a motorized belt, a barcode scanner reads each...

Arduino firmware DC gear motor + motor driver Serial barcode scanner module
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TinyML Keyword Spotting on Microcontroller — project thumbnail preview
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TinyML Keyword Spotting on Microcontroller

This project takes machine learning off the cloud and onto a microcontroller: a keyword-spotting model trained on the Google...

Python NumPy TensorFlow/Keras
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Underwater ROV using Brushless Thrusters — project thumbnail preview
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Underwater ROV using Brushless Thrusters

This project builds a small underwater ROV: a PVC/acrylic frame carrying four brushless thrusters with ESCs, a live camera, L...

Raspberry Pi 4× brushless outrunner motors + ESCs PVC/acrylic ROV frame + watertight housing
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TPMS Demo Rig using Wireless Sensors — project thumbnail preview
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TPMS Demo Rig using Wireless Sensors

This project builds a Tire Pressure Monitoring System (TPMS) demonstration rig: wireless sensor nodes strapped to four spinni...

Arduino Nano sensor nodes ESP32 DevKit central receiver Pressure sensor modules
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TinyML Gesture Recognition using IMU — project thumbnail preview
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TinyML Gesture Recognition using IMU

This project recognizes hand gestures without a camera: a wrist-worn IMU streams accelerometer and gyroscope data into a tiny...

TensorFlow/Keras Arduino Nano 33 BLE Sense or ESP32 + MPU6050 int8 quantization
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IoT Cold Storage Monitor for Vegetables — project thumbnail preview
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IoT Cold Storage Monitor for Vegetables

This project keeps stored vegetables safe by watching cold-storage conditions around the clock: ESP32-based sensor nodes with...

MQTT broker + web dashboard ESP32 + SHT31 temperature/humidity sensors Magnetic reed-switch door sensor
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Hybrid solar-piezo energy harvesting node — small solar panel, piezo harvester and supercapacitor powering a sensor node
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Hybrid Solar-Piezo Energy Harvesting Node

This project builds a hybrid energy-harvesting node powering a low-power sensor beacon from two ambient sources: a small sola...

Solar photovoltaic harvesting with blocking diode and regulation Piezoelectric vibration harvester with bridge rectifier Diode-OR hybrid source combining stage
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Liquid cooling loop prototype — CPU water block, pump, radiator and reservoir with temperature sensors
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Liquid Cooling Loop for CPU using Pump

This project builds a working closed-loop liquid cooling system for a desktop CPU: water block, 12 V pump, finned radiator wi...

Closed-loop liquid cooling assembly (block pump radiator
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