G'day 👋

I'm a Research Scientist in CSIRO Mineral Resources' Geoscience Analytics team. I work on leveraging large geochemical datasets with data science approaches and machine learning, and also on a range of projects around geospatial and spectral analytics. I principally work in Python, and wherever possible make what I'm doing open and as accessible as feasible. Feel free to get in touch with me about:

• potential collaborative projects
• getting started with or contributing to any of my current projects (see below)
• ideas around making reproducible data analysis more accessible in the geosciences

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Software Projects

I'm currently working on a few open source Python packages, largely targeted towards geochemists and spectral geology:

• pyrolite

  Python for geochemistry

• tsg-xr

  A tool for loading TSG datasets into Xarray data formats, and conversion to open indexable and cloud-native file formats.

I've also released a few other open source Python pacakges which are not under active development:

• pyrolite-meltsutil

  A pyrolite extension for working with alphaMELTS and its outputs.

• interferences

  Predicting isobaric interferences for geological mass spectrometry.

• autopew

  2D coordinate transforms between analytical instrument stages and sample images.

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Conference and Workshop Presentations

I've made most of my recent conference and workshop presentations related to open source work available here on GitHub, feel free to have a browse through:

Date	Conference/Workshop	Presentation
2022/11/06	SGGMP pyrolite Workshop	Using pyrolite for Geochemical Data Analytics: An Introduction
2021/07/07	Goldschmidt (Online)	pyrolite: An Open Source Toolbox for Geochemical Data Analysis and Visualisation
2021/03/19	pyrolite Workshop - MQ Geochem Group	pyrolite Workshop - MQ Geochem Group
2021/02/22	MinSoc AMG REE & Software Workshop	pyrolite: Overview and Application to REE Data
2021/02/08	AESC 2021 (Online)	Geochemical Data Analysis Workflows with pyrolite
2020/12/16	AGU 2020 Fall Meeting (Online)	Reproducible Geochemical Data Analysis Workflows with pyrolite
2020/07/24	CSIRO Mineral Resources 'Covideo'	Modelling Parental Magma Candidates at Norilsk
2020/06/24	Goldschmidt (Online)	Digging Into Deep Time & Deep Cover
2020/06/25	Goldschmidt (Online)	Building Open Source Geochemical Research Tools in Python
2019/10/25	Geochemical Methods for Nickel Exploration	Lithogeochemical Data Analytics and Visualisation with Python
2019/09/02	Australian Exploration Geoscience Conference	Multivariate Geochemical Tectonic Discrimination - Practical Approaches, Limitations and Opportunities
2018/05/06	C3DIS	Exploratory Multivariate Analysis of Geochemical Datasets