Hi, I'm Melusi
Aspiring Software Engineer and Data Scientist with hands-on experience in Python, MySQL, Java, Dart and other technologies.
I have contributed to diverse projects, including mobile applications and computer vision solutions, as part of dynamic teams. I am always eager to learn and collaborate.
Feel free to reach out if you'd like to connect!!
About
Software Engineering
I have experience developing efficient solutions using Python and Java. My expertise includes building, implementing machine learning models with PyTorch, developing data-driven applications, and more. I have worked on projects involving database management, object detection, and data visualization.
Machine Learning
I have experience in machine learning, developing and training models using Python, PyTorch, and OpenCV. My expertise includes deep learning, image classification, and object detection, with hands-on experience fine-tuning YOLOv8 for real-world applications
Data Analysis
I have experience in data analysis, extracting insights from large datasets using SQL. My expertise includes data visualization with Tableau, statistical analysis, and database management with PostgreSQL and MySQL.
Experience
Python
Java
PostgreSQL
Tableau
MySQL
PyTorch
Git
Flutter
Agile Methodology
HTML
CSS
React
Department of Comptuter Science | Teaching Assistant, University Of Texas at Tyler
Jan, 2025 - Present
- Provide support to students through tutoring, group discussions, and office hours to a class of 54 students.
- Assist professors in preparing and delivering course materials in Database Management Concepts.
- Grade assignments, quizzes, and exams with attention to accuracy and timely feedback.
Dean of Students | PEP Coach, University Of Texas at Tyler
Jun, 2023 - Present
- Increased engagement by leading and mentoring a group of 500 freshmen in the Soules College of Business.
- Organize, attend, and manage on campus events such as De-Stress Fest and Library Study Nights.
- Aid approximately 15 mentees in courses such as programming fundamentals and object orientated paradigm.
Crew Member, Jersey Mikes
Jun, 2022 - Aug, 2024
- Interacted and engaged with customers.
- Adapted to high pressure environments.
- Engaged with the local community, bringing in more customers.
Projects
MNIST Digit Classification
Developed a neural network to classify digits in the MNIST dataset, showcasing foundational concepts of neural networks. Utilized the PyTorch framework along with Python libraries such as NumPy for data manipulation, and matplotlib for visualization
- Python
- PyTorch
- Jupyter Notebooks
- NumPy
- Git
Viz - Navigation Assistance
Utilized Agile methodology and Jira for seamless task management and sprint planning. Managed and annotated datasets using Roboflow, fine-tuned the YOLOv8 model in Google Colab, and leveraged Git for efficient version control and collaboration.
- Python
- Google Colab
- Attlasian JIRA
- Roboflow
- Git
Tableau Health Data Dashboard
Extracted and analyzed data from datasets with over 6.2 million entries using PostgreSQL and created a Tableau dashboard to visualize flu immunization trends from a dataset of 11,000 entries.
- Tableau
- PostgreSQL
- SQL
- Data Analysis
- Visualization
- Git
Patriots Engage Mobile Application
Collaborating with Members of the Association of Computer Machinery at The University of Texas at Tyler, Developed a visually appealing and highly interactive application using Google’s Flutter framework,focusing on smooth user experience and functionality.
- Dart
- Flutter
- Git
- MapBox API