
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.

.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.

Full-Stack Food Cart Web Application

Visualization of CNN decision-making process using Grad-CAM

Autoencoder-Based Anomaly Detection

AI-Powered Text-to-Image Generator

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