Our Blog
Insights on technology and innovation
Multi-Document Abstractive Summarization
A multi-document abstractive summarization system built by combining hybrid embeddings and optimized transformer models to generate high-quality research summaries.
Real Time compliance Monitoring System
A computer-vision–based compliance monitoring system that detects missing safety gear in real time.
Crop Recommendation System
Data-driven crop recommendation prototype using real-time soil, weather, and nutrient sensing.
Plant Disease Detection
A deep-learning–powered plant disease detection system.
Retrofittable ADAS for Heavy Vehicles
A retrofittable ADAS system built for heavy vehicles designed to eliminate blind spots with real-time detection, stitched vision, and intelligent alerts.
Automated Hydroponics System
IoT-powered hydroponics system that tracks water quality and delivers actionable insights through.
Metro Platform Safety System Prototype
A camera-based detection prototype that monitors metro platforms for yellow-line breaches, helping prevent accidents and improve passenger safety.
Vehicle Communication Interface for Safer and Smarter Mobility
A wireless system enabling vehicles to communicate in real time, improving safety around blind spots and supporting smart parking notifications.
Pothole Detection and Logging
A Raspberry Pi–powered system that detects potholes in real time and logs their exact GPS locations for automated road-quality mapping.
Deep Fake Detection
This AI research prototype compares multiple CNN models for deepfake detection and contributed to a successful IEEE-published paper.
Multi-Architecture Deepfake Detection System
A comparative deepfake detection case study using CGAN and DCGAN to reveal how synthetic media is generated and how manipulated images can be identified.
ADAS Prototype
Advanced Driver Assistance System (ADAS) using YOLOv8 for obstacle and lane detection.
Community Seating Arrangement
This prototype randomly selects one seat in a community gathering setup, giving a fair chance for any participant to speak.
Detecting Ransomware Threats Using a Machine Learning Approach
A lightweight ML-powered system that detects ransomware threats in real time by scanning newly connected devices for suspicious file behavior.
Memory Game
This system is a memory game that challenges players to remember and repeat a sequence of balls raising out of a box.
A dual-authentication attendance system
System using face recognition and fingerprint verification, developed as a functional prototype.