Education-1: Celal Bayar University/Engineering Faculty/Computer Engineering (Bachelor Degree, 2015-2019)
Education-2: Ege University/Engineering Faculty/Computer Engineering (Master's Degree, 2020-2023)
Company: Perito Communication Systems (Software Engineer, February 2021-May 2023)
Languages: Turkish, English
Links: www.linkedin.com/in/ismailbaş-5a94b015a (linkedin), https://github.com/codbop (github)
Article: https://drive.google.com/file/d/1Rf98LXyUBFFf7X63CzC2FJ1YRkmlsc8m/view (Training Fashion-MNIST Dataset With Deep Learning)
Professional Skills:
Programming Languages -> Python, Java, C#, C, Javascript
Frameworks, Platforms, Models, Libraries, Databases, OS's -> Django, GIT, Kaggle, Colab, Drive, MVT, Tensorflow, Keras, Pytorch, Pandas, APScheduler, Requests, BeautifulSoup, Pillow, MySQL, PostgreSQL, Windows, Linux, Numpy, Matplotlib, Seaborn, Selenium, Tesseract, Scikit Learn, OpenCV
Master's Thesis: My thesis is about on training and comparing the results of FasterRCNN and YOLO models which are specific deep learning models about real time object detection with Caltech Pedestrian Dataset.
Master's Degree Projects:
AI-Mall Customers -> Clustering unlabeled data of Mall Customers dataset. (Python, Pandas, Sklearn)
AI-Fashion-MNIST -> Training Fashion-MNIST Dataset with CNN and ANN deep learning models and comparing the results. (Python, Tensorflow, Sklearn, Numpy, Seaborn)
AI-Steam Game Recommendation -> Recommending a game to user on Steam platform using Australian User Reviews Dataset. (Python, Pandas, Numpy)
AI-Auction System -> Simulating an auction based system which is based on AI agents. (Java, JADE Framework)
Company Projects:
CRM -> Developing and improving the client company's CRM. (Django, APScheduler, Requests, Suit)
Captcha Reading -> Allows bypassing captchas that are simple, have a simple color structure, and are understandable. (Selenium, OpenCV, Pytesseract, Numpy)
Web Scraping -> Provides specific data scraping via a special website. (Selenium, BeautifulSoup)
