R&D Artificial Intelligence Engineer
BMA Technology
Schlagwörter
Künstliche Intelligenz
Computer Vision
Python
Big Data
Robotics
Autonome Systeme
Information Engineering
Machine Learning
Airflow
Luftfahrt
Skills
Artificial Intelligence & Data Engineer | Python | Computer Vision | Robotics | Data Engineering
I am an Artificial Intelligence and Data Engineer with 5 years of experience in Python programming, data engineering, autonomy, and computer vision. Currently studying at Istanbul Technical University, I have been actively involved in autonomous systems, machine learning, and big data processing.
Key Skills & Expertise:
✅ Python & AI Development: Experienced in Pandas, NumPy, PyTorch, and deep neural networks.
✅ Autonomy & Robotics: Expertise in ROS/ROS2, GAZEBO, sensor fusion (GPS, IMU, LIDAR), path planning, and optimization.
✅ Big Data & Analytics: Hands-on experience with Spark, Hadoop, HDFS, Kibana, and Airflow for real-time data processing.
✅ Software Engineering: Developed Python-based solutions that reduced workflow time by 80% and worked on predictive maintenance for optimizing operations.
✅ Machine Learning & Computer Vision: Implemented self-supervised contrastive learning models and rPPG signal extraction techniques for remote health monitoring.
I am passionate about autonomous systems, AI-driven analytics, and aviation technologies. Open to freelance opportunities where I can apply my expertise to solve challenging AI, robotics, computer vision or big data problems.
Let’s connect and build innovative solutions together!
Projekthistorie
03/2024
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02/2025
Optimized design workflow, reduced development time by 80% using Python and Pandas. Performed real-time data harvesting and conducted research on predictive maintenance.
07/2022
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11/2024
Mentor
ITU Autonomous Boat Project Team
Provided mentorship in competitions, technical know-how (PyTorch, System Design, ROS2), and team management.
08/2024
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09/2024
Big Data and Artificial Intelligence Intern
TC CBDDO
Implemented and tested a contrastive self supervised learning network for remote heart rate detection.
08/2023
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09/2023
Artificial Intelligence Intern
KOMTAŞ BI Technology
Employed machine learning to predict flight prices and leveraged ChatGPT API for business meeting assistance.
07/2023
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08/2023
Computer Vision Intern
ITU Affective Computing Lab
Implemented an alternative method based on rPPG technologies for non-contact vital data extraction from children.
02/2021
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07/2022
Team Lead
ITU Autonomous Boat Project Team
Led the creation of a digital twin for autonomous vessel in GAZEBO, managed logistics, and achieved international recognition.
08/2021
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12/2021
Software Engineer
Doruk Solution
Created water taxi simulation using TraCI, SUMO, and Python. Conducted research on time-constrained path planning for operational availability.
08/2020
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08/2021
IoT Line Fair '21 Coordinator
IEEE EESTEC LC Istanbul
Designed the event website and found sponsors for the IoT event.
09/2020
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02/2021
Member, Software
ITU Autonomous Boat Project Team
Conducted research on autonomous driving, Arduino, and sensor fusion for the autonomous vessel project.
12/2017
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11/2020
Coordinator
Google Developers Group
Hosted tech events to stay up-to-date with developments.
09/2018
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09/2020
Team Lead, Content Creation
Üretken Akademi
Created course content for engineering and coding.
02/2018
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10/2018
STEM Assistant
Makerland
Applied and taught 3D object design and production, Arduino programming, and sensor fusion integration.
Reisebereitschaft
Nur Remote verfügbar
