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Athanasios Fitsios

About

Social Media:

Skills

Deep Learning

Google TensorFlow

Keras

Linux

Machine Learning

Matlab

Matplotlib

Microsoft Office

Neural Networks

NumPy

Python

Pandas

Scikit-Learn

Time Series Analysis

Open for

fulltime

parttime

internship

Work Experience

IBM Research

2019-07 - 2020-02

Workplace
Master Thesis Intern
Location

Zürich

Employement type

thesis

Utilizing deep learning methods to detect anomalies in multivariate time series - Managed raw multivariate time series of KPIs collected from IBM Cloud - Assisted in data pre-processing (handling missing values, scaling, feature selection) - Performed anomaly detection through time series forecasting and reconstruction - Trained models for unsupervised learning with recurrent and convolutional neural networks

Academic Experience

ETH Zurich -

 

2017.09 - 2020.10

Master of Science, MSc in Information Technology and Electrical Engineering