Pelin Ece Burgun's Portfolio

Hello, I'm Pelin.

I build applications about AI, ML, web development and cloud technologies. I also write about my projects, journey, and experiences on Medium.

Skills

JavaScript logo

JavaScript

Modern ES6+ & interactive web development

HTML5 & CSS3 logos

HTML/CSS

Responsive & accessible web design

PyTorch logo

PyTorch

Deep learning & research-oriented ML

TensorFlow logo

TensorFlow

Production-grade ML & deployment

OpenCV logo

OpenCV

Computer vision & image processing

Scikit-learn logo

Scikit-learn

Machine learning algorithms & pipelines

Pandas logo

Pandas

Data manipulation & analysis

NumPy logo

NumPy

Numerical computing & arrays

NetworkX logo

NetworkX

Graph & network analysis

Matplotlib logo

Matplotlib

Data visualization & plotting

Tableau logo

Tableau

Interactive data dashboards

Streamlit logo

Streamlit

Rapid ML & data app development

Roboflow logo

Roboflow

Computer vision dataset & model management

Git logo

Git

Version control & collaboration

FastAPI logo

FastAPI

High-performance Python APIs

Django logo

Django

Full-stack Python web framework

Ruby on Rails logo

Ruby on Rails

Rapid web application development

Docker logo

Docker

Containerization & deployment

AWS logo

AWS

Cloud infrastructure & services

Featured Projects

CS Tutor

AI Tutor is an intelligent educational tool powered by Ollama's Gemma3:1b model, containerized with Docker for easy deployment. It provides functionalities such as natural language response generation, quiz creation, PDF summarization, and more, making it a versatile assistant for students, educators, and knowledge seekers.

Technologies Used

Docker Django Ollama Redis PostgreSQL Celery
View on GitHub

One Word Mood

social media website built with Ruby on Rails where you can post your emotions with one word and a GIF

Technologies Used

Ruby on Rails SQLite Giphy API
View on GitHub

Exam Oracle

Exam Oracle is an AI-powered Streamlit application that predicts how an instructor is likely to design exam questions — and what kind of questions students should expect.

Technologies Used

Python, PyPDF Gemma 3 4B Streamlit
View on GitHub

Space Awareness

Submission for Women in Data x United States Space Force Space Awareness Datathon'25.

Technologies Used

Pandas Tableau Matplotlib
View on GitHub

Face Recognition + Attendance

A Real-Time Face Recognition Attendance System built using OpenCV and Tkinter. This project captures face images, trains an LBPH (Local Binary Pattern Histogram) model, and recognizes users in real time to automatically log attendance in a CSV file.

Technologies Used

OpenCV Python Tkinter
View on GitHub

Smart Tennis Predictor

ML app to decide if it's a good day to play tennis

Technologies Used

Python Pandas,Numpy Scikit-learn
View on GitHub

Resume

View My Resume

Get in Touch

Email: pelinece03@gmail.com

LinkedIn: Pelin Ece Burgun

GitHub: @pelineceburgun

Medium: @pelinece03