Bachelor of Science - Computer Science, Mathematical Science
University of Memphis
Memphis, TN, USA01.2025
SAUKUN THIKA YOU
Memphis,USA
Summary
Motivated rising junior with foundational experience in programming, IT support, and system organization. Skilled in troubleshooting, documentation, and technical communication. Eager to contribute to infrastructure and compliance initiatives at UMRF Ventures while expanding practical knowledge in IT governance and asset management.
Education
Skills
- Artificial Intelligence
- Data Mining
- Probability & Statistics
- Data Structure
- Database Process & Design
- Software Design
- Object Oriented Programming
- Network/Info Assurance
- Python
- SQL
- Ruby
- LaTeX
- HTML
- CSS
- JavaScript
- Visual Studio Code
- Git
- GitHub
- Microsoft Office
- PyTorch
- Scikit-learn
- Transformers
- Jupyter
- Pandas
- Matplotlib
Affiliations
CyberTiger Organization (UofM), 2023
Accomplishments
- CTF@CIT, Top 15%
- JerseyCTF, Top 25%
- NCAE CyberGames Competition
- National Baccalaureate Exam, Top 1 (100% Score)
- World Mathematics Invitational, Bronze Medal
- WIS Scholarship Exam, 3rd place
- World's Scholar's Cup, 1 Gold & 4 Silver Medals
- Physics National Competition, 2-time Finalist
University Email
syou@memphis.edu
Projects
DNA Mutation Classification using DNABERT and BioGPT, Built a transformer-based pipeline to classify gene mutations as benign or pathogenic using ClinVar data. Integrated biomedical LLM (BioGPT) to generate explanations. Integrated a CNN-based classifier layer with adaptive pooling and dropout, achieving improved model accuracy up to 77% Traveling Salesman Problem using Genetic Algorithm, Developed a Python application solving the TSP using a genetic algorithm, simulating evolutionary processes like selection and mutation. Enabled user-defined input for number of cities; visualized path optimization with Matplotlib to demonstrate algorithm convergence. Client/Server Reliable Chat Application (TkTalk), Built a secure multithreaded chat system in Python using socket and threading modules, with a Tkinter GUI for real-time messaging. Implemented SSL encryption for secure communication, showcasing attention to data integrity and safe network design. Object-Oriented Pet Adoption Center Simulation, Simulated real-world pet adoption workflows with a class-based design, modeling pets, adopters, and adoption logic. Applied key OOP concepts (encapsulation, inheritance, edge-case handling) in a structured, interactive Ruby application.
Languages
English, Khmer, Python, SQL, Ruby, LaTeX, HTML, CSS, JavaScript
Library Tools
- Visual Studio Code
- Git
- GitHub
- Microsoft Office
- PyTorch
- Scikit-learn
- Transformers
- Jupyter
- Pandas
- Matplotlib
Coursework
- Artificial Intelligence
- Data Mining
- Probability & Statistics
- Data Structure
- Database Process & Design
- Software Design
- Object Oriented Programming
- Network/Info Assurance
Timeline
Bachelor of Science - Computer Science, Mathematical Science
University of Memphis
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