Machine Learning Enthusiast, Data Science Aficionado, and Occasional Coffee Addict
Hi, I'm Marco – a Computer Science Master graduate specialized in machine learning, data science, and information security. With experiences spanning Switzerland, Romania, Poland, Indonesia, and Turkey, I bring adaptability and a global perspective to any team. I don’t do fluff—I build solutions and drive the future.
Major: Machine Intelligence, Minor: Information Security
Core Courses: Natural Language Processing, Probabilistic AI, Advanced Machine Learning, Deep Learning
Thesis: Engineered a machine learning algorithm to predict nocturnal hypoglycemia in children with type 1 diabetes (AUROC: 0.78) using a limited dataset.
ICLR 2025 PaperDuration: 09/21 - 07/24
Core Courses: Algorithms, Probabilities and Statistics, Parallelism and Concurrency, Object-Oriented Programming
Duration: 09/18 - 07/21
Core Courses & Grades: Math (A), Physics (A), Chemistry (A)
Duration: 09/17 - 07/18
Managed entry control, space operations, and supported 3,000+ students.
Duration: 06/22 - 10/22
Taught and supported courses on distributed computing, parallel algorithms, and concurrency models for 200+ students, and designed assignments in Scala.
Duration: 02/21 - 08/21
Tested the SAP Master Data platform and created comprehensive documentation for managing millions of data points globally.
Duration: 07/19 - 08/19
Co-developed a scalable website for 1,500 users, integrating modern UI/UX design principles and Agile practices.
Duration: 08/24 - Present
Implemented a dependency parser using BERT tokenizers, a Biaffine Scorer, and maximum spanning tree algorithms.
Duration: 01/23 - 02/23
Developed a deep learning method to classify 2D image line segments, achieving a 0.842 F1 score on 5000 images for improved 3D reconstruction.
Duration: 09/22 - 01/23
Designed sentiment classification models analyzing 2.5M tweets with 90% accuracy using pre-trained embeddings and algorithmic refinements.
Duration: 04/22 - 08/22