HTML, CSS, JavaScript,SQL

React.js, Tailwind CSS, Bootstrap

Git, GitHub, Figma

Python,Java,C++,C

Problem-Solving, Teamwork, Time Management

Travel Recommendation System

Definition: A personalized trip suggestion engine built using ML and Flask.

Technologies: HTML, CSS, JavaScript, Python, Flask, Machine Learning

Features:

• User input-based destination filtering
• Machine Learning model for travel pattern prediction
• Dynamic results rendered via Flask backend

Use: Ideal for travel planning and recommendation-based apps

Heart Disease Prediction System

Definition: A predictive tool for assessing heart disease risk based on health metrics.

Technologies: Python, Streamlit, Pandas, Scikit-learn, ML (SVM, Logistic Regression)

Features:

• Interactive UI using Streamlit
• Data preprocessing and feature engineering
• Multi-model predictions with visual results

Use: Supports early diagnosis and awareness in healthcare tools

Air Monitoring IoT System

Definition: A real-time air quality monitor with cloud logging and environmental data sensing.

Technologies: Arduino, C++, MQ135 & DHT11 Sensors, ThingSpeak

Features:

• Live AQI monitoring using embedded sensors
• Data pushed to IoT platform (ThingSpeak)
• Compact and scalable prototype

Use: Smart cities, pollution tracking, and educational use

Building Crack Detection

Definition: AI-powered system to detect cracks in structures via image classification.

Technologies: Python, Deep Learning, OpenCV, CNN models

Features:

• Crack vs. no-crack image classification
• Custom-trained CNN for accuracy
• Predictive alerts for preventive maintenance

Use: Infrastructure safety, civil engineering inspection