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Towards the Holistic Perspective of Data Science
Towards the Holistic Perspective of Data Science
I used to create stop-motion animations...
The process of starting with an idea and storyboard sketches, followed by directing, shooting, and editing for weeks—or even months—for a 30-second-ish product teaches the creator to always keep the big picture in mind and detect mistakes early on.
The same applies for my Data Scientist approach: I strive to understand how the holistic process of Data Science unfolds in a business environment and how it could be used to make a difference.
Besides that, I often find myself fixated on a specific problem to get a better understanding, and to eventually arrive at an explanation and solution in a form that it can be clearly communicated.
A Special Interest in Outliers
A Special Interest in Outliers
“The misfits... The round pegs in the square holes...”
― Steve Jobs
Growing up, I often felt different from those around me, as if my approach to life didn't quite fit the general expectations. For a long time, I saw this as a disadvantage, but over time, however, I realized it's actually a gift I can embrace. This shift in perspective led me to discover my true passion in Data Science: Outliers.
I am interested in how unexpected data points can reveal valuable insights, rather than being ignored and overlooked, while I am eager to tackle the challenges of detecting and modeling these anomalies.
My Professional Goals
StudiesMy Professional Goals
To better understand Linear Algebra, Outlier and Anomaly Detection, Statistical and Machine Learning, and Data Science in general.
CareerTo gain industry experience in Data Science, preferably through an internship role in 2025.
Career-Defining Moments
2025 - PresentCareer-Defining Moments
Master's Thesis in Outliers
Feb 2025 to Jun 2025Data Science Laboratory, researching "Self-Organizing Maps for Anomaly Detection"
Sep 2024 - Dec 2024HelloAI Advanced RIS Scholarship
Sep 2023 - Dec 2024Career Transition into Data Science
Sep 2021 - Dec 2023Bachelor's Thesis, researching "Efficient Management of Large-Scale Transactional Data in a Distributed Environment" along with building a Microservice-based digital banking application called as Airtemision
Work Experience
Jan 2023 - Sept 2023Work Experience
GLH Consulting Bt.
Software Engineer
GLH Consulting Bt.
Junior Web and Software Developer
Education
2024 - PresentBudapest, HungaryEducation
Eötvös Loránd University
Master's degree, Data Science
Széchenyi István University
Bachelor's degree, Computer Engineering
Jedlik Ányos Mechanical and Informatics College
Computer Engineering, Software Developer specialization
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