Student Work

Project Portfolio

Real projects. Real hardware. Real outcomes. Every project here was built with full engineering support from our team.

5,000+

Projects Completed

95%

Viva Pass Rate

40+

IEEE Papers Published

3

Patents Filed

Embedded AI

Edge AI Quality Control System

Arjun M.

B.E. ECE · 2024 · PSG College of Technology

A real-time visual defect detection system deployed on Raspberry Pi 4, inspecting PCBs at 15 frames/second on a conveyor belt. MobileNetV2 model quantized to TFLite with 94.3% accuracy — no cloud dependency.

Raspberry Pi 4TensorFlow LiteOpenCVPythonCustom CNNServo Gate

Outcome

Finalist, Smart India Hackathon 2024. Offered internship at ISRO VSSC.

Bio-Medical

Non-Invasive Blood Glucose Monitor

Meena T.

M.E. Embedded Systems · 2024 · Anna University Regional Campus

Wearable wristband using near-infrared spectroscopy and a trained regression model to estimate blood glucose non-invasively. STM32-based with BLE 5.0 for phone app sync.

STM32F4NIR LED ArrayBLE 5.0Python (TFLite)Custom PCBAndroid App

Outcome

Patent Application No. XXX/2024 filed. Student joined a Bangalore medtech startup.

IoT + AI

Smart Precision Agriculture System

Priya S.

B.E. ECE · 2023 · PSG College of Technology

Multi-sensor IoT node (NPK, soil moisture, temperature, humidity) feeding a gradient boosted ML model that predicts crop health and controls drip irrigation via relay. Dashboard on ThingSpeak.

ESP32NPK SensorTensorFlowAWS IoTMQTTThingSpeakNode-RED

Outcome

Published in IEEE Xplore. Placed at Tata Consultancy Services, Chennai.

Robotics

Autonomous Warehouse Robot

Karthik R.

B.Tech Mechatronics · 2024 · Coimbatore Institute of Technology

A self-navigating mobile robot using SLAM (Simultaneous Localization and Mapping) on Raspberry Pi with ROS Noetic. Maps warehouse floor plans, picks assigned shelves, and returns to dock.

Raspberry Pi 4ROS NoeticLiDARL298N Motor Driver3D Printed ChassisPython

Outcome

Best Project Award — CIT Technical Symposium 2024. Internship at Bosch Coimbatore.

Power Electronics

MPPT Solar Charge Controller with IoT Monitoring

Suresh K.

B.E. EEE · 2023 · GRG College of Engineering

Implemented Perturb & Observe MPPT algorithm on STM32 driving a synchronous buck converter for a 100W solar panel. Real-time efficiency logging via MQTT to a web dashboard.

STM32Synchronous Buck ConverterMATLAB SimulinkESP8266MQTTReact Dashboard

Outcome

Published in SCOPUS-indexed journal. Placed at Havells India Ltd.

Software + AI

AI-Powered Medical Report Analyzer

Kavitha S.

B.Tech IT · 2024 · Kongu Engineering College

LLM-powered web app that ingests scanned lab reports (PDF/image), extracts structured data via OCR, and generates patient-friendly plain-English summaries with severity flags using GPT-4 API.

PythonFastAPITesseract OCRLangChainGPT-4 APIReactPostgreSQL

Outcome

Deployed on AWS. Used by 3 independent clinics in Coimbatore for trials.

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