Matthew Andreotta
  • Home
  • Publications
  • Presentations
  • Collaborations
  • Industry CV
  • Academic CV

On this page

  • Recent updates

Matthew Andreotta

Perth, Western Australia Email Github LinkedIn Google Scholar

In their wake, humans leave behind behavioural ‘footprints’, such as clicks on a webpage, text in a social media post, or numbers in a survey. I synthesise this complex data into clear insights by identifying critical patterns of human behaviour. My work blends principles of psychology with advanced data science to uncover meaningful intelligence from these digital and behavioral traces.

My recent work as a Postdoctoral Fellow at the Commonwealth Scientific and Industrial Research Organisation (CSIRO) involved leveraging artificial intelligence (AI) and machine learning approaches, particularly Natural Language Processing (NLP), to understand human behaviour, beliefs, attitudes, and opinions. I’ve applied these methods to pressing societal issues, including environmental concerns, climate change, and the influence of misinformation. My professional experience is summarised in my Industry CV whereas my academic experience is summarised in my Academic CV.

I am passionate about translating intricate data into clear, compelling narratives that inform strategic decisions and drive tangible outcomes. My interests span critical areas such as environment, health, and investigations into fraud and corruption.

Currently, I am looking for work. As I transition from my postdoctoral role, I am actively seeking challenging opportunities where I can apply my technical skills and collaborate with others for impact. I am particularly interested in roles as a research scientist, data analyst, data scientist, fraud investigator, or treatment assessor.

Please explore my publications and presentations to learn more about my work. If you are interested in collaborating or discussing potential opportunities, feel free to reach out to me over email.

Recent updates

My postdoctoral fellowship at CSIRO

My experiences using Natural Language Processing to understand attitudes towards marine resources and their management

Matthew Andreotta
Aug 23, 2024

Panel discussion: “Challenges in ocean research - how might art help?”

I joined a panel to discuss key challenges that face the marine environment.

Matthew Andreotta
May 31, 2024

Presentation: “Science is a liar (sometimes): Questionable practices in research and communication”

A presentation on the threats to scientific integrity.

Matthew Andreotta
Oct 18, 2023

Workshop presentation: “Detecting and responding to moralised misinformation”

A presentation exploring how misinformation and disinformation leverages moral perceptions.

Matthew Andreotta
Oct 13, 2023

New project: Moralisation of Marine Resources

I’ll be leading a project on long-term trends of moral discourse of marine resources.

Matthew Andreotta
May 2, 2023

First impressions of Observable JS: A language for interactive data visualisations

My experiences with Observable JS and an introductory course run by ObservableHQ.

Matthew Andreotta
Apr 21, 2023

New article: “Does pain matter in the Australian Royal Commission into Aged Care Quality and Safety? A text mining study”

New peer-reviewed article published from my work with HammondCare.

Matthew Andreotta
Feb 27, 2023

Helpful Australian demographics for building representative samples of adults

Recategorising census information to help build survey specifications.

Matthew Andreotta
Feb 3, 2023

New article: “Evidence for three distinct climate change audience segments with varying belief updating tendencies”

New peer-reviewed article in press at Climatic Change.

Matthew Andreotta
Oct 6, 2022

New website, thanks to Quarto

Quarto is the gift that keeps on giving.

Matthew Andreotta
Oct 4, 2022
No matching items