Alexandros Mittos

Career Profile

I am a data scientist with expertise in quantitative research. My prior work includes several large-scale studies on social networks and investigating the efficiency of machine learning tools for the identification of online hate speech. In the past, I served as a Marie Skłodowska-Curie Fellow at University College London and a Research Assistant at Queen Mary University of London.

Experiences

Research Assistant

Nov 2019 - Aug 2020

Queen Mary University of London

Investigating the efficiency of machine learning tools for the identification of online hate speech. Specifically, studying how different methods, features, and datasets affect the performance of hate speech classifiers.

Machine Learning Transfer Learning Natural Language Processing Hate Speech Detection

Marie Skłodowska-Curie Fellow

Aug 2016 - Jul 2019

University College London

Awarded a Horizon 2020 Marie Skłodowska-Curie Fellowship for the Privacy & Usability Innovative Training Network. My research focused on two aspects of direct-to-consumer genetic testing: a) identifying privacy and security limitations of the tools used for testing, storing, and sharing genomic data, and b) conducting large-scale studies on social platforms to characterize how far-right groups use genetic ancestry testing to promote racist ideologies.

Quantitative Research Natural Language Processing Social Network Analysis Privacy Security

Visiting Researcher

Sep 2017 - Dec 2017

Bonn University

Designing and running a survey on the public perceptions of direct-to-consumer genetic testing.

Qualitative Research Surveys

Visiting Researcher

Apr 2017 - May 2017

Data Protection Authority of Bavaria for the Private Sector (BayLDA)

Studying how health and genetic data is being handled under GDPR.

GDPR

Selected Publications

• Mittos Alexandros, Savvas Zannettou, Jeremy Blackburn, and Emiliano De Cristofaro. 'And We Will Fight For Our Race!' A Measurement Study of Genetic Testing Conversations on Reddit and 4chan. In Fourteenth International AAAI Conference on Web and Social Media, 2020 (ICWSM).
  Media Coverage The Times, StatNews
  Acceptance Rate: 21%
  


• Mittos Alexandros, Bradley Malin, and Emiliano De Cristofaro. Systematizing Genome Privacy Research: A Privacy-Enhancing Technologies Perspective. Proceedings on Privacy Enhancing Technologies, 2019 (PoPETs).
  Acceptance Rate: 22%
  


• Mittos Alexandros, Savvas Zannettou, Jeremy Blackburn, and Emiliano De Cristofaro. Analyzing Genetic Testing Discourse on the Web Through the Lens of Twitter, Reddit, and 4chan. ACM Transactions on the Web, 2020 (TWEB).
  

Skills & Proficiency

Expertise

My main expertise.

Machine Learning Natural Language Processing Transfer Learning Quantitative Research Feature Engineering Data Handling Data Visualization NoSQL

Tools

A non-exhaustive list of libraries and tools that I am proficient with.

scikit-learn nltk pandas tensorflow torch transformers matplotlib numpy git MongoDB

Transferable Skills

Skills that I have gained through experience.

Project Management Public Speaking Academic Writing Technical Communication Flexibility & Versatility

Open-Source Projects

Online Harms: A Meta-Tool for Abusive Speech Detection: A machine learning meta tool for detecting abusive speech.
Machine Learning Abusive Speech Detection Feature Engineering

Oblivious Transfer Extensions: A concrete implementation of the IKPN03 protocol written in Java, using the SCAPI interface.
Java Cryptography

Daedalus: An academic schedule manager made for the department of Information and Communications Systems Engineering at the University of the Aegean.
Full Stack Development

Awards

Marie Skłodowska-Curie Fellow Scholarship

2016 - 2019

University College London

Received a Horizon 2020 Marie Skłodowska-Curie fellow scholarship for 3 years to investigate the societal challenges stemming from the rise of personal genomic testing. Acceptance Rate: 6%

University of the Aegean Scholarship

2015 - 2016

University of the Aegean

Received a scholarship for my M.Sc. studies at the University of the Aegean.