Hand Gesture Control

Tech Stack: Python, OpenCV, MediaPipe,PyautoGUI

• Built a real-time gesture recognition system processing webcam feed at 25 FPS with 95% accuracy.
• Implemented contour detection and bounding box algorithms for hand tracking.
• Integrated PyAutoGUI for system-level media automation.
• Improved understanding of real-time image processing and practical OpenCV implementation.

Instagram Fake ID Detection

Tech Stack: Python, Machine Learning

• Built a system to identify fake Instagram profiles using profile-based analysis.
• Analyzed factors such as followers, following ratio, post activity, and account information.
• Worked on data preprocessing and logic building for fake profile detection.
• Improved understanding of data handling and predictive analysis concepts.

Student Database Management System

Tech Stack: Python, MySQL,Tkinter

• Developed a CRUD-based application for managing student records.
• Implemented input validation reducing data errors by 40%.
• Designed modular architecture for reliable database operations.