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My Curriculum Vitae (CV) is written in LaTeX and it is built locally in Ubuntu 22.04x64 OS with [texlive](https://github.com/mxochicale/latex/tree/master/installation) and remotely with [github action CI](https://github.com/free-cortex/framework/tree/main/workflow).
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Refer to [README](tex/README.md) for detailed instructions on local and remote latex built.
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Refer to [README](tex/README.md) for detailed instructions on local and remote latex build.
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## My CV
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Download my latest CV by clicking on the following pages.
git commit -m ':tada: version monthYEAR is ready CICV2P #0'
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git push oring <FEATURE_BRANCH>
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```
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## Clone repository
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After generating your SSH keys as suggested [here](https://docs.github.com/en/github/authenticating-to-github/generating-a-new-ssh-key-and-adding-it-to-the-ssh-agent) or [here](https://github.com/mxochicale/tools/blob/main/github/SSH.md).
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You can then clone the repository by typing (or copying) the following line in a terminal at your selected path in your machine:
Copy file name to clipboardExpand all lines: tex/cv-two-pages.tex
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\name{Miguel Xochicale}
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\researchinterest{
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\\ My research interests focus on advancing real-time AI tools for MedTech, SurgTech, biomechanics, and clinical translation.
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\\ My research interests focus on advancing real-time AI tools for MedTech, SurgTech, Biomechanics, and clinical translation.
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}
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\address{
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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\section{Research Experience}
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\subsection{Senior Research Engineer at University College London, UK}[Oct 2022~--~Present]
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\subsection{Senior Research Software Engineer at University College London, UK}[Oct 2022~--~Present]
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\begin{itemize}
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\item
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I am advancing real-time AI-enabled surgical tools by developing end-to-end frameworks, including training, inference, API design, and deployment to medical devices \href{https://mxochicale.github.io/real-time-ai-for-surgery-with-NVIDIA-Holoscan-platform/#/section}{\faExternalLink*}.
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Additionally, I contribute to elevating the highest standards of code quality in UCL's open-source software projects (\href{https://github.com/UCLH-Foundry/PIXL}{PIXL \faGithub*} \&\href{https://github.com/SciKit-Surgery}{SciKit-Surgery \faGithub*}).
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I am advancing real-time AI-enabled tools by developing end-to-end frameworks that encompass model training, efficient inference, robust API design, and seamless deployment to medical devices, ensuring scalablity and clinical applicability \href{https://mxochicale.github.io/real-time-ai-for-surgery-with-NVIDIA-Holoscan-platform/#/section}{\faExternalLink*}.
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Additionally, I empower innovators to progress from idea to research to production by ensuring the highest standards of code quality in UCL's open-source software projects (\href{https://github.com/UCL-CDI/cdi-hub}{CDI-HUB \faGithub*}, \href{https://github.com/UCLH-Foundry/PIXL}{PIXL \faGithub*} \&\href{https://github.com/SciKit-Surgery}{SciKit-Surgery \faGithub*}).
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%\item Collaborators: \href{https://scholar.google.co.uk/citations?user=-rD4cJIAAAAJ}{Stephen Thompson} and \href{https://iris.ucl.ac.uk/iris/browse/profile?upi=MJCLA42}{Prof Matt Clarkson}
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%Additionally, I am leading the preparation of one proceeding and one manuscript in the area of medical imaging with real-time deep learning techniques.
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%All previous activities in collaboration with renowned clinicians and engineers in KCL, University of Oxford and University of Melbourne.
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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\section{Publications}
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\publications{publications.bib}
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See more full list of publications and associated links \href{https://github.com/mxochicale/cv/blob/main/tex/publications.bib}{(\faExternalLink*)}.
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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\section{Talks, Posters and Workshops}
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\publications{talks-and-posters.bib}
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See more full list of references and associated links \href{https://github.com/mxochicale/cv/blob/main/tex/talks-and-posters.bib}{(\faExternalLink*)}.
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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\section{Supervision and Teaching Experience}
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\subsection{University College London}[Jan 2023~--~Present]
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\begin{itemize}
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\item Co-supervision of PhD student Elvira Cortese from the UCL Queen Square Institute of Neurology
\textit{Project: AI-based surgical skill assessment using transformer model.}
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\printdate{June 23'~--~Sep 23'}
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\textit{Project: Fetal Brain Ultrasound Imaging synthesis with diffusion models.}
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\printdate{May 23'~--~Aug 23'}
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\item Teaching Associate: AI in Healthcare Group project. Lecturer: Prof. Paul Taylor \printdate{Jan 23'~--~March 23'}
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\\ I led two group projects on \textit{Fetal Brain Ultrasound Imaging Synthesis with Diffusion Models.}
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\item Technical Lead: CHME0039: Artificial Intelligence in Healthcare Group Project. Lecturers: Prof. Paul Taylor and Dr Kevin Tsang
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\\ I led two group projects on \textit{Fetal Brain Ultrasound Imaging Synthesis with Diffusion Models.} \printdate{Jan 23'~--~March 23'}
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\\ I led two group projects on \textit{End-to-End AI Workflow for Automated Multimodal Medical Image Reporting (AMMIR).} \printdate{Jan 25'~--~March 25'}
Copy file name to clipboardExpand all lines: tex/publications.bib
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@article{https://doi.org/10.1049/htl2.12101,
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author = {Das, Adrito and
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Sidiqi, Bilal and
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Mennillo, Laurent and
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Mao, Zhehua and
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Brudfors, Mikael and
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Xochicale, Miguel and
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Khan, Danyal Z. and
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Newall, Nicola and
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Hanrahan, John G. and
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Clarkson, Matthew J. and
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Stoyanov, Danail and
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Marcus, Hani J. and
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Bano, Sophia},
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author+an = {6=highlight},
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title = {Automated surgical skill assessment in endoscopic pituitary surgery using real-time instrument tracking on a high-fidelity bench-top phantom},
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