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Hello! 👋

I'm Sofía Miñano

Senior Research Software Engineer

motion capture computer vision deep learning animal tracking Python

About me

I'm part of the Neuroinformatics Unit, a software engineering team supporting the Sainsbury Wellcome Centre and the Gatsby Computational Neuroscience Unit at UCL. Before that, I completed my PhD at the University of Oxford, where I used motion capture and 3D reconstruction techniques to study the gaze strategies of birds of prey in flight. During that time, I learnt about deep learning for computer vision (cs231n!) and squeezed in a summer internship with the Science team at DeepMind. In a previous life, I trained as an aerospace engineer and spent some time at TU Delft, Stanford University and Universidad Politécnica de Madrid. For more details, including a fun internship at an Oscar-winning company, check out my LinkedIn profile, or have a look at my CV. Thanks for stopping by!

Projects

🦦

ethology

A Python package to mix-and-match computer vision tools for animal behaviour data analysis.

Computer VisionDeep LearningPyTorchMLflowOpenCVxarray
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movement preview

movement

A Python toolbox to analyse trajectories from animal pose estimation in space and time.

xarraynapari
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Tracking moving zebras from drone video data preview

Tracking moving zebras from drone video data

A prototype pipeline to compute the trajectories of moving animals captured with drone imagery.

Structure-from-MotionBlenderOpenDroneMapDocker
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brainglobe asv benchmarks preview

brainglobe asv benchmarks

Benchmarking realistic user-workflows for brainglobe's suite of tools using asv.

asvGitHub Actions
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🐝

beekeeper

Create metadata files for your animal behaviour videos from a browser-based dashboard

dashplotly
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¡Charlas RSE en español! preview

¡Charlas RSE en español!

A monthly seminar series to promote and showcase the role of Research Software Engineers across the Spanish-speaking world. In collaboration with Carlos Gavidia Calderón (@cptanalatriste).

se habla español
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Talks & other outputs

WorkshopAugust 2025

Deep learning for computer vision: A primer for the animal behaviour scientist

A crash course on deep learning for computer vision for researchers working on animal behaviour. Part of the NIU Open Source Week 2025, in the Animals in Motion track.

NIU Open Source Week 2025

Deep LearningComputer VisionTeachingQuarto
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Tutorial2024

How to use GIN to manage your data repository

GIN is a wrapper around git-annex designed for neuroscientific data. It allows you to keep your data in sync, backed up and easily accessible. This tutorial explains how to use GIN to manage your data, and how to use it in your research software projects.

Neuroinformatics Unit HowTos

git-annexData ManagementReproducibilityDocumentation
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