My Work
House Price Prediction
Developed a machine learning model to predict house prices based on various features using Python.
Performed data preprocessing including handling missing values and feature selection
Conducted exploratory data analysis using Pandas and Seaborn to visualize relationships between features and
target variables
Stock Price Prediction
Created a stock price forecasting model using historical data with Python.
Fetched historical stock data using the yfinance library for analysis.
Engineered features and targets to predict future stock prices.
Applied data scaling with MinMaxScaler to normalize feature values and improve model performance.
Developed and trained a Linear Regression model using Scikit-learn to forecast stock prices.
Face Detection
Developed a real-time facial authentication system, implemented using a CCTV Camera/Any device Camera.
Collecting real-time data of every faces scan on system.
System will show person’s real-time identity like Address, Date of Birth and Social Security Number in real-time as
soon as face scan in the system.
Used Live detection techniques to create high-order security.
Created a High-end Security System to detect every faces
