Krishna Arora

Credit Score Classification

link: https://github.com/krishn27arora/CreditScoreClassification

• Developed a machine learning model to classify credit scores using logistic regression and random forests, improving accuracy by 15%.
• Preprocessed and engineered features from a financial dataset, enhancing model performance and reliability.
• Utilized Python, scikit-learn, and pandas for data processing and model implementation.

School Management System

Link: https://github.com/krishn27arora/SchoolManagementSystem

• Designed and implemented a comprehensive system to manage student, faculty, and staff information, reducing data retrieval time by 30%.
• Developed an ER model and applied database normalization techniques up to 3NF for efficient data storage and integrity.
• Utilized SQL and PL/SQL for database operations and Python for backend logic

Virtual-shirt-tryon

Link: https://github.com/krishn27arora/Virtual-shirt-tryon

• Developed a computer vision application to overlay shirts on users based on detected body poses, enhancing virtual fitting experience.
• Utilized OpenCV and TensorFlow for pose detection and image processing.
• Implemented the model with high accuracy in detecting key body points, ensuring realistic shirt overlay.

• Awarded a scholarship covering more than 50% of tuition for academic excellence in the previous semester.