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Agit Yesiloz
I am a recent graduate in Computer Science from Coastal Carolina University and will begin my Master’s in Computer Science with a specialization in Machine Learning at Georgia Tech in Spring-2025. My academic and project experiences have equipped me with strong expertise in machine learning, data science, and software development, particularly in building and deploying machine learning models, developing interactive applications, and analyzing complex datasets. I am currently seeking full-time opportunities in machine learning, data science, or software development, where I can apply my technical skills and innovative mindset to solve challenging problems. I am passionate about exploring emerging technologies and contributing to impactful projects, and I’m eager to bring value to dynamic teams and forward-thinking organizations.
Education:
  • Georgia Tech Online Master of Science in Machine Learning - Georgia Institute of Technology (January 2025- December 2026)
  • Coastal Bachelor of Science in Computer Science - Coastal Carolina University (August, 2020 - May, 2024)
  • Aksaray Guidance and Psychological Counselling - Aksaray University (2014 - 2018)

Skills

Below are some of my core skills, demonstrated through various personal projects and coursework. I am constantly learning and exploring new technologies to stay at the forefront of the tech world.

Python

With over 3 years of experience, I have used Python extensively in machine learning, data analysis, and automation projects. I am proficient in libraries like Pandas, NumPy, and Scikit-learn.

Machine Learning

Experienced in building and training models with Scikit-learn, TensorFlow, and PyTorch. My projects include predictive models for real-world datasets, including classification and regression tasks.

Data Science

Adept at data cleaning, exploration, visualization, and building data-driven insights. Proficient with tools like Pandas, NumPy, and Matplotlib, having worked on several exploratory data analysis (EDA) projects.

Front-End Development

Experienced in building responsive websites using HTML, CSS, and JavaScript. I have developed interactive and user-friendly web interfaces for personal projects, incorporating modern design principles.

Database Management

Skilled in both relational (SQL) and non-relational (MongoDB) databases. I have designed and implemented databases to support data-heavy applications and ensure data integrity.

Frameworks

Proficient in React for building dynamic front-end applications and Django for creating secure and scalable back-end services. I’ve used these frameworks to build full-stack projects from scratch.

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.NET (C#)

Experience developing applications in C# using the .NET framework. I've worked on various desktop and web applications, integrating APIs and implementing complex business logic.

Data Structures & Algorithms

Deep understanding of algorithms and data structures, which I have applied in problem-solving tasks and competitive programming. Strong foundation in time and space complexity analysis.

Parallel Computing & HPC (C Programming)

Experience in parallel computing using C, focusing on high-performance computing (HPC) to speed up computation tasks and improve system performance.

Version Control & Deployment

Experienced with Git, GitHub, Heroku, and Docker for version control, collaboration, deployment, and containerization of applications.

Personal Projects

Below are some of my personal projects. Click on the project to see more details.

Project 1

Full-Stack Food Cart Web Application

Project 2

Visualization of CNN decision-making process using Grad-CAM

Project 3

Autoencoder-Based Anomaly Detection

Project 4

AI-Powered Text-to-Image Generator

Project 5

Social Media Sentiment Analysis Dashboard

Papers

Below are some of my papers. Click on the paper to see more details.

Contact Me

Email: ayesiloz@coastal.edu || yesilozagit@gmail.com