Operating Systems
Hardware Kernel
Parallel Programming
Lab Assistant, Machine Learning & AI Lab│ Southern Utah University | AUG 2024 - PRESENT
Collaborated with faculty to establish the university's first AI lab, focusing on cutting-edge research in ML, autonomous
systems, and robotics, providing mentorship to students, and participating local and national conferences such as UCUR.
Building projects with Raspberry Pi and NVIDIA Jetson Nano for real-time object detection, line-following algorithms, and
autonomous driving, enhancing practical AI applications in robotics, integrating LIDAR mapping software for autonomy
Robotics
Deep Learning Python
Machine Learning Artificial Intelligence
Computer Vision (OpenCV) Tensorflow, Keras
Robotics & Autonomous Systems Embedded Systems Development Real-Time Object Detection
Autonomous Driving Algorithms LIDAR Mapping & Processing
Teaching Assistant / Grader, Object-Oriented Programming│Southern Utah University | AUG ‘2024 - DEC’ 2024
Assisted in course material development and curriculum planning, grading assignments, and providing student support.
OOP
Python Algorithms
Java
Data Science & Machine Learning Engineer Intern | GET Software | May 2024 - Aug 2024
Developed and optimized end-to-end ML pipelines, automating data ingestion, model training, and deployment using MLflow & Kubeflow.
Built CI/CD pipelines for ML models, integrating GitHub Actions & Docker to ensure seamless deployment and version control.
Led customer data analytics projects, analyzing behavioral patterns, segmentation, and predictive modeling for local businesses
Designed containerized ML applications using Docker & Kubernetes, ensuring efficient scaling and deployment.
CI/CD
Docker Python R
Data Preprocessing Kubernetes
Keras Tensorflow
Data Preparation Statistical Data Analysis Data Science
Undergraduate Research Assistant (Intelligent Threat Detection and Response System)
Designed and implemented a highly accurate predictive model using ML and DL techniques to differentiate between normal
network behavior and bad network behavior (potential security threats)
Conducted comprehensive data analysis and preprocessing to cleanse, normalize, and transform network traffic data (PCAP)
into a suitable format for machine learning model training, significantly enhancing model accuracy and performance
Applied various machine learning algorithms to train and test the intrusion detection model, achieving a high degree of
precision and recall in attack classification.
Machine Learning
Deep Learning Python
Data Preprocessing Pandas
Keras Tensorflow
Scikit Learn Scapy Risk Analysis Intrusion Detection Network Security
Development of Sign Language Translator w/ Deep Learning
Engineered a robust and efficient deep learning model, tailored for high-accuracy sign language recognition under the
supervision of a professor
Employed cutting-edge computer vision techniques to ensure real-time and effective interpretation of sign language,
enhancing user interaction with expertise in Python and OpenCV as well as a user interface for user interaction
Will co-author a research paper detailing the process and real-time translation implementation, contributing to academia
Machine Learning
Deep LearningPython
Data PreprocessingPandas
Keras
OpencvImage Processing
Executive Director - Turkish AI Team
Co-founded a small national initiative with 25+ students, academicians, and industry partners focusing on AI innovations in
Machine Learning, IoT, Robotics, and Cybernetics.
Leading R&D t efforts and demonstrating proactive leadership in critical decision-making
Facilitating the establishment of an AI research center at Istanbul Technical University Technopark after getting legal approvals
Employing technical skills in programming, data analysis, and system design to advance AI project
Machine Learning
Deep LearningMLOpsPython
Data Preprocessing
Keras
OpencvImage ProcessingTeam ManagementAgileDevOpsRobotics
IT Technician - Delta Global International Education Co. Ltd
Built reliable websites with HTML, CSS and JavaScript for better user interaction and conducted SEO to maximize traffic
Troubleshot technical issues with websites, printers, networks, operating systems, and applications
Installed, configured, and maintained computer hardware and software systems.
Hardware
BootingOperating SystemsTroubleshooting
Firewall
Networking
Technical Support
Front-End Web Developer - Coante Quartz Surfaces
Developed and optimized websites using JavaScript, HTML5, and CSS3, enhancing user satisfaction by 25%
Analyzed sales data with Microsoft Power BI, identifying key trends and improvement areas
Implemented interactive web interfaces with React.js and Angular.js, boosting user engagement for key targets
HTML
CSS3JavaScriptReact
SQL DatabaseUI/UX
Power BI
SEO
Intern - Turkish Informatics Foundation
Completed 4-week intensive bootcamp, followed by a hands-on internship focusing on Python & R language for data mining.
Engaged in data preprocessing and analysis using various Machine Learning and Deep Learning algorithms
Contributed to a key project aimed at detecting cancer in lung tomography images.
Data Science
Machine LearningData PreprocessingData Visualization
RPythonPandasMongoDBPyTorch
OpenCVKerasScrapy
TensorFlow
Projects
Participant - Machine Learning Challenge
Developed an innovative artificial intelligence model aimed at optimizing user experiences in mobile applications
Employed advanced data analysis and machine learning techniques to accurately predict and recommend user-specific menus,
demonstrating a keen understanding of user preferences and behavior.
Participant - Machine Learning Challenge
Developed an innovative artificial intelligence model aimed at optimizing user experiences in mobile applications
Employed advanced data analysis and machine learning techniques to accurately predict and recommend user-specific menus,
demonstrating a keen understanding of user preferences and behavior.
Mentor - Vex Robotics
Successfully completed a 3-day intensive VEX Robotics Mentor Training Camp, acquiring hands-on experience
Received certification from the VEX Foundation for mentorship and technical proficiency in robotics.
After the completion of program, worked with 9th grade students to build robots and attended competitions following year
Nanotechnology Research Project - Mugla University
Conducted an innovative research project under university professor mentorship in a state-of-the-art facility
Developed a novel method for producing graphene oxide, leading to the synthesis of stronger carbon-based allotropes, including
Activated Carbon, Graphene Oxide, and Graphite.
Compared physical and chemical activation data, demonstrating that steam pyrolysis could yield higher quality Activated Carbon.
Team Captain - FIRST Robotics Competition (Team Oksef #7140)
Spearheaded the establishment and leadership of the first FRC team in the region, setting a pioneering example
Organized and conducted educational sessions on robotics structure and coding, enhancing the technical skills of participating students.
Programmer - FIRST Robotics Competition (Team Sparc #5665)
Contributed to design and construction of two robots, incorporating image recognition algorithms for enhanced performance.
Achieved the Entrepreneurship Award (Istanbul, 2016) and Rookie Inspiration Award (New York City, 2017) for exceptional team
effort and innovative robot design.
Certifications and Licences
Technical Support Fundamentals
Google, Coursera
Issued March - 2024
Introduction to Cloud Computing
IBM, Coursera
Issued Dec - 2023
Introduction to DevOps
IBM, Coursera
Issued Nov - 2023
Introduction to Agile Development and Scrum
IBM, Coursera
Issued Nov - 2023
Azure Machine Learning for Data Scientists
Microsoft, Coursera
Issued Nov - 2023
Mathematical Thinking in Computer Science
UC San Diego, Coursera
Issued Nov - 2023
Machine Learning A-Z: AI, Python & R
Udemy
Issued Nov - 2023
Inspiring and Motivating Individuals
University of Michigan, Coursera
Issued May - 2023
AI Tomorrow Summit 2023
AI Policies Association of Turkiye
Issued March - 2023
3rd Interdisciplinary Data Mining Bootcamp
Turkish Informatics Foundation
Issued Aug - 2018
Certificate of Completion - Mentor Training
Vex Robotics
Issued Aug - 2017
Certificate of Participation (x3)
FIRST Robotics
Issued 2016-2017-2018