April 2023
Employee Status Tracking System
Directed the development and population of all database tables for the ESTS, a PHP and SQL-based system designed to track healthcare employees’ health during COVID-19. I achieved efficient tracking of employee infections, vaccinations, and work schedules engineering complex queries and managing interdependent tables to ensure seamless data interaction across the system.
June 2023
Decision Tree Classifier
Created a decision tree classifier to enhance decision-making processes. This was achieved by building a GUI with tkinter, processing and manipulating data using pandas and numpy, and constructing the decision tree with sklearn’s entropy-based classifier. To visualize the decision trees, graphviz was utilized, culminating in a comprehensive tool for data classification.
July 2023
Feed Forward Neural Network
Developed a feed-forward neural network in Python. During the process, I optimized the network with a single hidden layer with 10 nodes, utilizing the ReLu activation function and the Adam Optimizer for efficient learning and performance tuning.
Achieved 100% accuracy in test set performance.
July 2023
Freshify
Developed a Ruby on Rails based grocery web application, using Devise gem for user and admin management. Enhanced user experience by implementing Bootstrap styling and scaffolding and utilized CRUD operations to ensure efficient and reliable data management.
May 2023
World Data
Deployed a React based application enabling users to search and retrieve comprehensive country-specific information, including weather details sourced from an external API. Implemented React Hooks for optimized state management, ensuring fluid user interactions and real-time data retrieval.
June 2022
Othello
Developed a Java based application implementing complex game mechanics and utilizing key OOP principles to structure a clean and scalable codebase. The code is developed with intricate game logic to handle player moves and ensure accurate game progression. Overall, I Implemented board rendering techniques to create intuitive and user-friendly gaming experience.
July 2022
Canfel Adoption Center
Fictional Dog and Cat Adoption website made to show my skills in HTML, CSS, JavaScript and PHP. HTML and CSS elements are implemented, notably a side menu. Data is stored and is able to be retrieved when creating an account and logging in. Also implemented session creation/destruction at login.
December 2022
Customer Database
Implementation of a simple client-server database modification system. The database, stored as a text file, can be modified through the client, which communicates with the server to execute CRUD operations on the data. By using Python’s socket and threading modules, I was able to create a functional and efficient solution that allows multiple clients to access the database simultaneously.
Tala Sleman 