About
Hello, and welcome to my corner of the internet! My name is Naghi Mirtill-Boglárka, and I'm thrilled that you've taken the time to visit my website. I am a student from Romania, currently doing my PhD on fuzzy clustering, and I've had the privilege of teaching at Sapientia University along the way. When I'm not working on my thesis, you'll find me doing personal and/or freelancer projects. I'm a firm believer in lifelong learning and constantly strive to improve. This website is where I collect the milestones of my journey. Feel free to explore and contact me if anything piqued your interest.
Education
Doctoral School of Applied Informatics and Applied Mathematics
2022 - present
Óbuda University, Budapest, Hungary
- Explored advanced topics, including fuzzy clustering, data analysis, and pattern recognition
- Undertook courses in bioinformatics for computational tools in biological data analysis
- Gained expertise in regression analysis for statistical and predictive modeling
Master's Degree in Software Development
2020 - 2022
Sapientia Hungarian University of Transylvania, Târgu Mureș, Romania
- Advanced computer science topics including web development (microservices, distributed systems, cloud computing)
- Gaining experience working with a variety of databases (Cassandra, MongoDB, Redis, Spark) and "Big Data" processing
- Expertise in software architecture (defensive programming, design patterns)
- Honing testing skills (Java, JUnit framework)
- Delving deeper into information security and encryption
Bachelor's Degree in Computer Science
2017 - 2020
Sapientia Hungarian University of Transylvania, Târgu Mureș, Romania
- Comprehensive computer science education
- Proficiency in structured programming (C) and object-oriented programming (Java, C++, C#)
- Database management skills in Oracle, MySQL, and MongoDB
- Familiarity with software architecture and design patterns
- Experience in web and mobile development
- Knowledge in data mining and artificial intelligence
- Theoretical foundation in formal languages and compiler theory
Professional Experience
Researcher
2024 - present
Óbuda University, Budapest, Hungary
- Working as a researcher.
Assistant Lecturer
2020 - present
Sapientia Hungarian University of Transylvania, Târgu Mureș, Romania
- Guiding students in the practical aspects of designing intuitive UI, fostering a deep understanding of user interface and user experience design.
- Teaching data mining techniques, extracting valuable insights from vast datasets and showcasing the various use of machine learning algorithms.
- Demonstrating proper use of cryptography, ensuring that students grasp the fundamentals of secure data communication.
- Exploring automata theory, helping students delve into the theoretical foundations of computing.
- Exploring advanced C++ programming topics, including data structures, algorithms and performance optimization.
PHP (Symfony) developer
2019
Pitech+, Târgu Mureș, Romania
- Contributed to building a hotel management software with a focus on Agile methodologies (Scrum).
- Utilized technologies such as MySQL for database management, GitLab for version control, and Jira for project tracking.
- Vast experience gained in PHP and the Symfony Framework, including Composer and PHPUnit for testing.
- Improved design and UX skills through creating interactive user interfaces.
- Explored information security and encryption.
- Enhanced project management affinities and web development skills.
.NET Intern
2018
Lynx Solutions, Târgu Mureș, Romania
- Developed a questionnaire website with a focus on data collection, processing, and visualization through a dashboard.
- Utilized technologies including NoSQL databases, GitLab for version control, and .NET Framework.
- Improved UI/UX skills by developing dynamic and intuitive user interfaces.
- Gained insights into web development, database management, and project collaboration.
Experience
With several projects under my belt in web development, I bring a wealth of knowledge and a proven track record to the table. Over the years, I've had the privilege of working on different projects, having undergone internships which have deepened my expertise and honed my skills. My journey has been a continuous learning process, and I'm committed to staying at the forefront of providing the best experience for everyone. Explore my selected works/portfolio to see the tangible results of this experience, and feel free to reach out to discuss how we can work together.
Portfolio
My portfolio is a showcase of my creative and technical prowess in web development, design and everyday solutions for various problems. Over the years, I've had the privilege of crafting a diverse range of websites and utilities, each with its own unique identity and purpose. Explore my portfolio to witness the fusion of artistry and technology that brings each digital creation to life.
- All
- Utilities
- Websites
Publications
When I'm not designing websites, I immerse myself in the fascinating world of fuzzy clustering. The articles in this section showcase the results of extensive research, analysis, and a passion for continuous learning. Here, you'll find a selection of peer-reviewed works focused on introducing self-tuning algorithms. In this age of AI, my aim is to make fuzzy c-means clustering more accessible by incorporating self-tuning capabilities and various enhancements.
Bridging UI/UX with Academia
With experience in both industry and academia, I'm committed to enhancing the usability of these algorithms. By equipping them with self-tuning capabilities, researchers can focus on more meaningful tasks while the algorithms handle the complex calculations. This approach transforms existing models into adaptive, self-sufficient versions, reducing the mental load on researchers. Why spend time on parameter tuning when algorithms can do it for you, without sacrificing accuracy? Whether you're an academic in search of references, a researcher with similar interests, or simply curious, I believe you'll find these articles insightful. Additional works are available through the database profiles linked in the sidebar.A review on advanced c-means clustering models based on fuzzy logic
Naghi, Mirtill-Boglárka, Levente Kovács, and László Szilágyi. 2023 IEEE 21st World Symposium on Applied Machine Intelligence and Informatics (SAMI). IEEE, 2023.
A self-tuning version for the possibilistic fuzzy c-means clustering algorithm
Naghi, Mirtill-Boglárka, Levente Kovács, and László Szilágyi. 2023 IEEE International Conference on Fuzzy Systems (FUZZ), Incheon, Korea, Republic of, 2023, pp. 1-6, doi: 10.1109/FUZZ52849.2023.10309788.
A generalized fuzzy-possibilistic c-means clustering algorithm
Naghi, Mirtill-Boglárka, Levente Kovács, and László Szilágyi. Acta Universitatis Sapientiae, Informatica, 2023.
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