About Me
AI Engineer & Data Scientist
I'm an AI Engineer and Data Scientist with experience in computer vision, machine learning, and data processing. Based in Ankara, Turkey, I specialize in developing AI solutions for real-world problems.
My expertise includes developing computer vision models, data preprocessing, and implementing machine learning pipelines. I have experience with YOLO-NAS models, hyperparameter optimization, and working with libraries like PyTorch, TorchVision, and OpenCV.
Location
Ankara, Turkey
okanegemen.work@gmail.com
Phone
+90 551 650 6710
Date of Birth
November 3, 2001
Work Experience
AI Developer
CyanGate
Working developing apps that utilize Artificial Intelligence
AI Engineer and Data Scientist
Ventura Software Inc.
R&D Department
- Article research for computer vision
- Creating a data set by scraping data from Google and various platforms using beautifulsoup, selenium, request libraries
- Data preprocessing and data augmentation using libraries such as torchvision, OpenCV, PIL, numpy, torch
- Creation of YOLO-NAS model using super_gradients and torch libraries
- Performing hyperparameter optimization and tuning the model by creating a parameter pool for hyperparameters
- Model test for the measure successfulness of the model
Summer Internship
HAVELSAN Inc. (METU TECHNOPARK CAMPUS)
Information And Communication Technologies, Artificial Intelligence Department
- Data Preprocessing to train deep diffusion models
- Creating Generative Artificial Intelligence models using various Python libraries and training and testing these models with appropriate data
Projects
Touristic Place Guide Project
2023-2024Senior Capstone Project, Ankara University
- Images of touristic and cultural places in Turkey were found using selenium, beautiful soup and request libraries
- Using Gemini API and RAG (Retrieval Augmented Generation) technique Chatbot support was added
Breast Composition Detection
2022-2023T3 Foundation (Artificial Intelligence in Health)
- Pre-processing stages of real-life data provided using torchvision, numpy, pandas, openCV
- Researching various image classification models and preparing the models for training
Skills
Technical Skills
Programming Languages
Libraries & Frameworks
Tools & Technologies
Areas of Expertise
Languages
Education
Bachelor of Engineering, Computer Engineering
Ankara University
GPA: 3.53/4.00
High School Diploma
Iskenderun Demircelik Anatolian High School
Certifications
Feature Engineering
Machine Learning Course
AI Expertise Education
Neural Networks And Deep Learning
Achievements
Competitions
HAVELSAN EKSPRES HACKATHON - 2nd Place
In this competition, which I participated with my teammate and was held on the Van Gölü express train, we defined the problem in the field of computer vision by using the YOLO algorithm and also by making use of artificial intelligence libraries, and we came in 2nd as a result of our presentations.
KPMG IxT Olympics - 4th Place
I was successful in the online English and General Aptitude exams in the KPMG IxT Olympics competition, and then I passed the Mini Case stage and showed my skills through a test. For the Final Case, I collected and organized data from various sources for the Transition to Electric Buses Optimization project in Istanbul.
Societies
Ankara University IEEE / Computer Society
Role: Mentor
Served as a mentor at the Artificial Intelligence Committee, helping students learn about AI concepts and technologies.