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Hello, World! I'm Tiago Tamagusko 👨‍💻

        

Transportation Specialist & Data Scientist

Ph.D. Candidate in Transport Systems @ University of Coimbra.

I'm a self-taught data scientist. I enjoy using data and machine learning to solve transportation problems.

Want to know more about my skills and projects? Click here or visit tamagusko.com.

Thanks for visiting. Enjoy it! o/

Tiago Tamagusko's Projects

awards icon awards

[Portifolio] Certificates of awards received.

icts21 icon icts21

[Preprint] Data and model results for Paper "Mobility patterns of the Portuguese population during the COVID-19 pandemic" submitted to International Conference on Information Technology & Systems (ICTS) 2021.

jest20201 icon jest20201

[Machine Learning] JEST 2020/1 IT Initiation Project

linux-cfg icon linux-cfg

[Config] Script to automatically configure my workstation with Arch Linux and I3wm

manilacovid19 icon manilacovid19

[Paper] Support files for the article "Building back better: The COVID-19 pandemic and transport policy implications for a developing megacity".

mobility_patterns_covid19_portugal icon mobility_patterns_covid19_portugal

[Paper] Complementary resources of the paper "Data-Driven Approach to Understand the Mobility Patterns of the Portuguese Population during the COVID-19 Pandemic".

mobility_portugal_first_year_covid19 icon mobility_portugal_first_year_covid19

[Paper] Complementary resources of the paper "Mobility Patterns of the Portuguese Population during the first year of the COVID-19 Pandemic: A Longitudinal Study ".

nordicopendata icon nordicopendata

[Paper] Deep Learning applied to Road Accident Detection with Transfer Learning and Synthetic Images

paella icon paella

Official Implementation of Paella https://arxiv.org/abs/2211.07292v1

paper2mp3 icon paper2mp3

[Small Project] Converts a paper (pdf) to mp3

pavement-data icon pavement-data

This repository contains datasets with open data on road pavements

pothole-detection icon pothole-detection

[Paper] Optimizing Pothole Detection in Pavements: A Comparative Analysis of Deep Learning Models

predict-iri-trees icon predict-iri-trees

[Paper] Support files for the article "Flexible Pavements Performance Prediction Using Machine Learning: Supervised Learning with Tree-Based Algorithms".

qrcode icon qrcode

[Small Project] Creates a QR Code based on a url.

road-quality icon road-quality

[Data Viz] Visualization of road infrastructure quality in the world.

travel-time icon travel-time

This repository contains Python programs to calculate travel times from given coordinates.

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