Mock University Registration and Management System

Front and Backend Development for website

Lead a group of three to design and implement a Web-Base Registration System for our client Quantify University. The objective is to provide a user-friendly interface to provide day-to-day requirements for the visitor, students, Faculty, Administrator Staff, and Institutional Research Staff. Wrote A design document and client manual for the site. Front-end developed using HTML, CSS, and JavaScript Back-end developed using SQL and PHP Designed database schemas to store user data with table joins

• Website: https://quantifyuniversity.com/

Maze Game

Top-down view game with a series of mazes Java

I designed and developed a captivating maze game in Java using the JDK. The game offers a top-down view and consists of a series of mazes with increasing difficulty levels. I employed UML diagrams, such as sequence diagrams, state and activity diagrams, and case diagrams, to carefully plan and visualize the structure and design elements of the game. By applying object-oriented programming principles and optimizing algorithms, I ensured optimal performance and responsiveness, resulting in a seamless and enjoyable gameplay experience. Additionally, I collaborated with peers to review code, gather feedback, and continuously improve the game's design, ultimately delivering a polished and well-received final product.

Predicting Occupations

Predicting Income Levels with Machine Learning Using 1990 Census Data Python | Panda Library | Jupitar Notebooks

I created a machine learning model that predicts whether a person's income is above or below $50,000 per year, based on data from the 1990 Census. By leveraging Python and the Pandas library, I successfully built the model and achieved a commendable accuracy rate of 83.76%. To ensure accurate results, I carefully cleaned and preprocessed the data, addressing missing values and inconsistencies. Additionally, I enhanced the model's performance by dealing with intricate data features and implementing feature engineering and selection techniques.