Klajvert|

About

Klajvert Tarko

I'm a software developer and machine learning practitioner based in Perugia, Italy. My work spans building internal tools and data pipelines at Fibraweb, and freelance ML projects covering time series forecasting, classification, and regression across different domains.

I'm finishing a Master's in Artificial Intelligence, where my thesis compares Transformer and RetNet architectures for NLP and Computer Vision, looking at efficiency-vs-performance trade-offs and transfer learning to smaller models under limited compute.

I did two Erasmus+ exchanges at Adam Mickiewicz University in Poznań, Poland — once during my Bachelor's (2018–2019) and again during my Master's (2021–2022). Outside of ML, I'm into football tactical analysis and have done applied set-piece analysis for a semi-professional team.

Off the clock

An in-swinging corner with a near-post run — the kind of thing I chart for fun.

attack defense
Education

Master's Degree in Artificial Intelligence

Expected Nov 2026

Università degli Studi di Perugia

Thesis: Transformer and RetNet Architectures for Natural Language Processing and Computer Vision. Research interests: Transformer architectures, multimodal models, and agentic AI systems. Coursework: Applied Machine Learning, Deep Learning for Production, NLP, Computer Vision, Data Engineering & Big Data, Cloud Computing & MLOps.

Bachelor's Degree in Computer Science

2016 – 2020

Università degli Studi di Perugia