Gold Price Prediction
Predicts gold ounce price using S&P 500, crude oil, silver, and EUR/USD indices.
Student Exam Score Prediction
Forecasts math scores from demographic and educational preparation factors.
Uber/Taxi Fare Prediction
Estimates trip cost from pickup-dropoff coordinates and passenger count.
Mobile Device Price Segment
Classifies phones into price tiers (0-3) based on hardware specifications.
Wine Quality Classification
Predicts red wine quality score from chemical measurements.
Customer Churn Prediction
Predicts telecom customer attrition risk from usage patterns.
NBA Player Performance Clustering
Groups players into play-style clusters based on per-game stats, with 3D visualization.
Credit Card Customer Segmentation
Builds financial profiles from spending limits and balance behaviors.
Spotify Song Style Clustering
Groups songs by audio features like danceability, energy, and loudness.
Driver Drowsiness Detection
Detects driver fatigue by analyzing Eye Aspect Ratio (EAR) from facial landmarks.
Face Mask Detection
Scans uploaded photos to classify faces as masked or unmasked.
Hand Gesture & Finger Counting
Extracts hand landmarks via MediaPipe to count open fingers in real time.
SMS Spam Detection
Analyzes incoming text messages with TF-IDF to detect phishing and spam attempts.
IMDb Sentiment Analysis
Classifies the sentiment behind movie reviews as positive or negative.
Fake News Detection
Analyzes news articles for authenticity and manipulation risk.
Movie Recommendation System
Recommends films based on genre and plot synopsis similarity (Cosine Similarity).
Book Recommendation Engine
Suggests reading lists based on author and content overlap.
Music Recommendation System
Builds song queues from Spotify rhythm and genre similarity features.
Stock Price Prediction
Forecasts AAPL stock trends from historical closing prices.
Weather Temperature Prediction
Predicts upcoming daily average temperatures from historical climate data.
Store Sales Prediction
Analyzes Walmart weekly sales data to forecast future revenue.
Global Social Media Statistics
Visualizes platform-level daily usage times and age-group sentiment distributions.
Climate Change & CO2 Emissions
Interactive comparison of country-level fossil fuel CO2 emission trends.
E-Commerce Sales Dashboard
Charts total revenue, country distributions, and top-selling products.
Pneumonia Detection from X-Ray
CNN model that scans chest X-ray images to diagnose pneumonia.
Facial Emotion Recognition
CNN model predicting dominant emotion from human facial expressions.
Text Generation Bot
Generates text using word-level Markov chain probability transitions.
Smart Farming & Irrigation Agent
Autonomous agent making irrigation decisions based on soil moisture and evaporation risk.
FAQ Support & Intent Analysis Agent
Resolves customer message intent for autonomous department routing.
Autonomous Vehicle Simulation Agent
Simulates lane-keeping, emergency braking, and autonomous parking from sensor data.
Tech Stack
Python
Streamlit
scikit-learn
TensorFlow / Keras
OpenCV
MediaPipe
Pandas
NumPy
Plotly
Joblib
Kaggle API
TF-IDF
Hugging Face Hub