Data Science


I am a high motivated Electrical and Electronics Engineering last period student at Bilkent University with hands-on experience in medical device maintenance, software development, and embedded system design. Contributed to multidisciplinary projects including signal classification using KNN algorithms and real-time alert systems for seismic activity. Demonstrated strong teamwork and leadership in multiple Erasmus+ international programs. Possesses a solid foundation in circuit design, power electronics, and software engineering, complemented by strong problem-solving, communication, and team management skills. Actively seeking opportunities to apply technical expertise and collaborative mindset in impactful engineering projects.
ReFood Scanner Development, Industrial Design Project
Co-developed an embedded food freshness detector for Beko refrigerators using gas sensors (MQ136/MQ137) and neural networks. Implemented real-time spoilage classification with dual-output alerts (mobile app via Bluetooth + refrigerator display). Designed custom PCB and enclosure, achieving functional prototype for meat/chicken products within cost/power constraints.
Electrical Systems Intern, RADSAN Elektromekanik A.Ş.
Participated in a team responsible for designing lightning protection systems for residential and industrial facilities, including optimization of grounding electrodes and surge arresters using CAD and FEA tools. Contributed to R&D efforts on surge protection devices through involvement in high-voltage testing and prototyping. Supported compliance processes with international electrical safety standards in industrial protection system projects.
Repair ultrasound systems,OEMs, ultrasound probes and other ultrasound parts, ICU ventilators, Operating room electo surgery devices, etc. (maintenance, repair, and software tasks of medical devices)
Software Intern, Anayurt Technology.
Contributed to the development of a sound classification system using machine learning techniques. Focused on implementing and optimizing the K-Nearest Neighbors (KNN) algorithm to distinguish and categorize audio signals. Gained experience in feature extraction, dataset preparation, and performance evaluation of classification models for real-world acoustic applications.
Erasmus + Youth Exchange Project (participated as a participant).
I have participated 4 more project:
- Erasmus + Youth Exchange Project, Portugal / Aveiro, 10-18 June 2021, Subject: “Global Democracy”-As a participant
- Erasmus + Training Course, Reșița /Romania, 31 August - 10 September 2021, Subject: “Entrepreneurship in rural areas -As a participant
To give young participants an understanding of the concept of entrepreneurship and starting a business, developing the entrepreneurial skills of the participants”
- Erasmus + Youth Exchange Project, Bucharest / Romania, 17-25 January 2022, Subject: “Superpower Women” -As a team leader
- Erasmus + Youth Exchange Project, Turkey / Düzce, 4 October-9 October 2023, Subject: “Artık Endişe Yok”-As a coordinator
Software Intern, Mdsoft.
Participated in the development of an early warning and notification system designed to alert users during seismic events. Supported backend and frontend tasks related to real-time data handling, user alert management, and system reliability. Contributed to enhancing system responsiveness and user communication accuracy under time-critical earthquake scenarios.
Friendly, positive attitude
Teamwork and collaboration
Computer skills
Customer service
Problem-solving
Team management
Circuit Design
Power Electronics
Python
Data Science
Machine Learning
Power Electronics
Energy Efficiency
Electric vehicle and battery production
Circuit Design
Python