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I am a passionate and driven MSc student specializing in Artificial Intelligence at Eötvös Loránd University (ELTE). With a strong background in programming, machine learning, and deep learning, I am dedicated to solving complex problems through AI and software development. My academic and professional experiences have allowed me to work on cutting-edge technologies, expand my skill set, and contribute to innovative projects.
My MSc thesis focuses on creating printable 3D meshes using NeRF (Neural Radiance Fields) technologies. This research explores the integration of neural rendering techniques with 3D modeling to generate high-quality, optimized 3D structures. Additionally, my previous thesis examined pruning strategies and their effectiveness in artificial neural networks, exploring optimization techniques that enhance performance while reducing computational costs. I am always eager to learn, improve, and apply my knowledge to real-world challenges.
Experience
Embedded Software Engineer Intern at Bosch
2022.07 – 2023.03
During my time at Bosch, I gained hands-on experience in embedded systems and software development. As part of the XC-AN/ENG5-HU team, I worked on energy management systems, including the PowerNet Guardian (PNG), Electronic Battery Sensor, and Body Control Module.
Developed software using C (CapL) and Python to enable communication and debugging for car battery ECUs. This project led to an invention report submission.
Worked closely with hardware and software engineers to develop reliable, high-performance embedded solutions.
Strengthened my problem-solving abilities and technical expertise by tackling real-world engineering challenges.
Education
Vrije Universiteit Amsterdam - Exchange programme
2024.09 - 2025.01
As part of my academic journey, I am participating in an AI-focused exchange program at Vrije Universiteit Amsterdam. This opportunity allows me to deepen my understanding of machine learning, data science, and reinforcement learning while engaging with a global academic community.
Coursework includes Advanced Machine Learning, Cognitive Psychology and Its Applications, Web Data Processing Systems, Algorithms in Sequence Analysis, and Data Wrangling.
Gaining hands-on experience with advanced AI techniques, problem-solving strategies, and real-world applications.
Eötvös Loránd University
2023.07 - Current
Currently pursuing my Master’s degree in Computer Science with a specialization in Artificial Intelligence. My studies focus on both theoretical foundations and practical applications of AI technologies.
Exploring key areas such as machine learning, deep learning, and data-driven decision-making.
Developing expertise in AI model optimization, algorithm development, and neural network architecture design.
Preparing for a future in AI research and development, where I can apply my knowledge to innovative projects.
Deep Learning Specialization by Andrew Ng
The Deep Learning Specialization provided a comprehensive introduction to deep learning and its real-world applications. Through this program, I developed a strong understanding of neural network architectures, optimization techniques, and AI model deployment. I gained hands-on experience in designing, training, and fine-tuning deep learning models, allowing me to implement efficient AI systems across various domains. Equipping me with a well-rounded perspective on its potential and limitations. This specialization helped me build a solid foundation for contributing to cutting-edge AI research and development.
Pázmány Péter Catholic University
2018.07 – 2023.03
My Bachelor's studies provided me with a strong foundation in IT, software engineering, and artificial intelligence. Specializing in Software Engineering and Natural Language Processing, I gained expertise in software development methodologies, database systems, and AI-driven language models. The program covered essential topics such as mathematics, algorithms, and data structures, which built my problem-solving skills and efficiency in software development. I worked on various projects, both individually and collaboratively, applying modern development tools and technologies to real-world scenarios. My thesis involved research and implementation of cutting-edge methodologies in neural network pruning, reinforcing my ability to develop innovative solutions in the field.
Jedlik Ányos High School
2014.07 – 2018.05
My career in informatics began at this school, where I first built a strong foundation in IT and earned my ECDL (European Computer Driving License). This experience introduced me to programming, starting with command-line applications in C#, sparking my passion for software development.
Skills
Programming & Development: Python, Java, C, C++, HTML, CSS, JavaScript, Git, Docker, SQL, Jira, CI/CD pipelines
AI & Machine Learning: PyTorch, Google Colab
Embedded Systems & Development Tools: Vector CANoe
Design & Prototyping: Fusion 360
Productivity & Office Tools: MS Office (ECDL)
Soft Skills: Problem-Solving, Critical Thinking, Teamwork
Languages: English (C1 Certified)
Eager to learn new technologies!
Projects
3D-printed Pinball Machine
This is a mechanical pinball game that I made as a final project in the Rapid prototyping methods course. When assembling, no glue is needed, parts are made so it fits firmly after pushed into place, and bearings are installed to enable the parts to spin freely.
Music / Hand Controlled LED strip
Control a led strip with an ultrasonic sensor, set the color with your hand, or switch modes and let the music control it.
https://projecthub.arduino.cc/arpi0714/music-hand-controlled-led-strip-with-arduino-de28fe
Also some of my other projects:
• Various AI projects during my masters degree including image classification, segmentation and so on.
• Exhaust cut-out valve using arduino
• 2D Arcade Game for Android
• This website
Hobbies & interests
Outside of my academic and professional pursuits, I am passionate about hands-on projects and staying active. I enjoy restoring my classic cars, learning about mechanics, and bringing old engineering back to life. Also, designing and building custom furniture allows me to combine creativity with craftsmanship, while working on small technical projects helps me expand my skill set. Additionally, I am committed to maintaining an active lifestyle through daily workouts, whether it's strength training, martial arts, or cycling, which helps me stay focused and energized in my work.
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