Deep Learning and Neural Networks
Batuhan Biber
AI Software Engineer
Istanbul/Esenyurt
Summary
Aowth and exploration. A fascination with computer vision and deep learning was honed during the Teknofest robo-taxi competition, playing a ps a Computer Engineering graduate from Yeditepe University, the journey into the world of technology has been marked by continuous grivotal role in developing computer vision systems for the team.
This experience paved the way for an enriching internship with Baykar Technologies. Recognizing passion and expertise, a part-time position as an AI Software Engineer was offered, which transitioned into a full-time role in no time. Today, proud to be working at Baykar Technologies as a full-time AI Engineer, the primary focus remains on deep learning in vision tasks and delving deep into the intricacies of computer vision.
Driven by a desire to innovate and create, always eager to embrace new challenges and contribute to cutting-edge projects in the realm of AI.
Overview
3
3
years of professional experience
5
5
years of post-secondary education
5
5
Certifications
2
2
Languages
Work History
Computer Engineer
Baykar Teknoloji
10.2022 - Current
- Automated repetitive tasks through scripting languages such as Python, enhancing efficiency across multiple projects.
- Improved object detection accuracy by implementing advanced machine learning algorithms.
- Developed custom deep learning algorithms for improved object detection and segmentation in real-world applications with high robustness.
- Collaborated with cross-functional teams to develop end-to-end pipelines for data ingestion, preprocessing, modeling, and deployment.
- Utilized PyTorch to implement and fine-tune state-of-the-art transformer models, significantly enhancing model performance and application in complex datasets.
Intern Engineer
Baykar Teknoloji
06.2022 - 08.2022
- Spearheaded data fusion initiatives by integrating multimodal data sources, leveraging PyTorch to adapt state-of-the-art transformer models for multichannel input, thereby broadening applicability and improving predictive accuracy in heterogeneous data environments.
- Contributed to successful project completion by actively participating in meetings, brainstorming sessions, and progress reviews.
- Conducted thorough research to identify potential solutions for complex engineering problems.
- Utilized data modeling and evaluation strategies to find patterns and predict unseen instances.
- Selected appropriate datasets and data representation methods.
Computer Engineer
Yeditepe Automotive Team
02.2021 - 07.2022
- Enhanced video analytics capabilities by incorporating advanced tracking algorithms for improved motion detection and event recognition.
- Developed robust computer vision systems for enhanced image processing and analysis.
- Optimized lane detection and traffic sign recognition using PyTorch and TensorRT for Yeditepe Automotive Team in Teknofest robo-taxi competition, enhancing vehicular safety and efficiency.
- Implemented real-time UAV tracking for Teknofest Savaşan İHA competition using advanced machine learning, achieving top-tier performance in competitive setting.
Education
Bachelor of Science - Computer Engineering
Yeditepe University
İstanbul, Turkey 09.2018 - 07.2023
Skills
Deep Learning Algorithms
Certification
Improving Deep Neural Networks, DeepLearning AI
Interests
Computer Vision
Natural Language Processing (NLP)
Innovation in AI
Hobbies
- Engage in playing the guitar as a creative outlet and stress reliever, enhancing personal well-being and fostering artistic expression.
- Participate in soccer, and teamwork through regular team sports activities.
Timeline
PyTorch for Deep Learning Bootcamp, Udemy
10-2023
Computer Engineer
Baykar Teknoloji
10.2022 - Current
Convolutional Neural Networks, DeepLearning AI
08-2022
Intern Engineer
Baykar Teknoloji
06.2022 - 08.2022
Improving Deep Neural Networks, DeepLearning AI
05-2022
Neural Networks and Deep Learning, DeepLearning AI
04-2022
Machine Learning with Python, Udemy
02-2022
Computer Engineer
Yeditepe Automotive Team
02.2021 - 07.2022
Bachelor of Science - Computer Engineering
Yeditepe University
09.2018 - 07.2023