Luca Rátki Email & Phone Number

Hungary

Szeged, Csongrád, Hungary

I've been part of international teams, contributing to various projects involving visualization and feature descriptions. However, my standout experience was the latest project. I took on the task of comprehending the Transformer model for upcoming NLP projects and developing learning materials for my colleagues. Working on this project not only let me use my mathematical background but also deepened my interest in the topic.

Szeged, Csongrád, Hungary

I have analyzed time-series data, with the aim of using them as features for a machine-learning model. I have got fluent in Python, especially NumPy and Pandas. I have used unsupervisedlearning, correlation analysis, and feature transformations. I have got familiar with sec-to-sec problems, RNN-s, and deep learning. I have built an LSTM-LSTM encoder-decoder model. I have learned to use PyTorch-forecasting, evaluate models with different metrics, implement a new loss function (DILATE), and train models.

Master'S Degree, Data Science

Mathematical Methods in Data Science, Fundamentals of Machine Learning, Data Visualisation and BI, Generative AI, Data Preparing.

Bachelor'S Degree, Mathematics, Excellent

Activities and Societies: 1. Presenting at conferences with a machine learning project - University Open Day (Egyetemi Tavasz) - Móra.

Master'S Degree, Industrial And Applied Mathematics