Projects

OBJECT DETECTION USING YOLO

Our real-time object detection system, powered by the YOLOv3 model and COCO dataset, delivers precise identification and classification of various objects across diverse scenarios. Through efficient batch processing, frame size reduction, and non-maximum suppression, we ensure faster processing and cleaner output. The visually appealing interface, with unique class-specific colors, enhances user experience and object interpretability.

FRAUDULENT FIRM CLASSIFICATION

I developed a machine learning model using Random Forest and Linear Regression algorithms to accurately identify fraudulent firms. The model improved fraud detection accuracy, reduced false positives, and demonstrated effective performance evaluation using various metrics.

PHISHING WEBSITE DETECTION USING MACHINE LEARNING TECHNIQUES

SitesPurified is a Streamlit web application that utilizes machine learning algorithms like decision trees, Random Forests, and KNN to detect phishing websites, empowering users to verify the authenticity of URLs and practice safer online browsing.

Our Visionary Projects Taking Shape

CAR PRICE PREDICTION USING MULTI-VARIATE ANALYSIS

Built a machine learning regression model to predict the car prices.Used RFE (Recursive Feature Elimination) for feature selection, heatmaps and scatter plots for getting better insights.Tools Used: HTML, CSS, JAVASCRIPT, NUMPY, PANDAS etc.

HAND-GESTURE CONTROLLED ROBOT

I developed a Hand-Gesture based control interface for a car-robot. The project aims to create a programmable interface controller that enables electronic and mechanical control of the robot for assisted navigation.

ANTI SLEEP ALARM FOR DRIVERS

The Anti-Sleep Alarm for Drivers is a safety-focused Arduino Nano-based innovation that detects driver fatigue through an accelerometer or gyroscopic sensor. It triggers an alarm to prevent drowsiness-related accidents, showcasing practical sensor technology and intelligent algorithms for road safety. Possible enhancements include Bluetooth connectivity and a display module for additional warnings and insights.

AI-CHATBOT

I developed an AI-powered chatbot that utilizes conversational AI techniques to provide accurate and relevant responses to user queries, using a vast database of frequently asked questions (FAQs) and continuously expanding its knowledge base.

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