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cv-two-pages.tex
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\documentclass{mycv}
\name{Miguel Xochicale}
\researchinterest{
\\ My research interests focus on advancing real-time AI tools for MedTech, SurgTech, Biomechanics, and clinical translation.
}
\address{
Senior Research Engineer\\
Advanced Research Computing Centre \\
University College London, UK
}
\homepage{http://mxochicale.github.io}
\email{[email protected]}
%\github{mxochicale}
\linkedin{mxochicale}
\begin{document}
\maketitle
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%\section{Research Interests}
%My research interests are in real-time and automatic signal and image processing techniques and AI-based fetal biomechanics.
%I have also experience in areas of Human-Robot Interaction, Movement Variability, Wearables in Medicine, Ultrasound-Guided Interventions, Medical Robotics, and Research Software Engineering.
%I have passion for real-time AI-based technologies for Healthcare.
%\small
\footnotesize
\section{Education}
\subsection{Ph.D.\ in Computer Engineering at The University of Birmingham}[Birmingham, UK]
% \vspace{-\parskip}%
\begin{itemize}[label={}]
%\item The University of Birmingham \printdate{Nov 2014~--~Nov 2018}
\item Thesis: Nonlinear Analysis to Quantify Movement Variability in Human-Humanoid Interaction. \printdate{Nov 2014~--~Nov 2018}
\item Supervisors: Professor Chris Baber and Professor Martin Russell
% \item Thesis submission: 26/10/2018. Passed Viva: 11/01/2019. Awarded PhD degree: 12/07/2019. \\
\item Awarded PhD degree: 12/07/2019. Thesis: \href{https://doi.org/10.5281/zenodo.3384145}{\faFilePdf}
GitHub: \href{http://doi.org/10.5281/zenodo.3384281}{\faGithub*}
Website: \href{https://mxochicale-phd.github.io/site/}{\faExternalLink*}
\end{itemize}
\subsection{M.Sc. in Signal Processing at Institute of Astrophysics, Optics and Electronics (INAOE)}[Puebla, M\'exico]
% \vspace{-\parskip}%
\begin{itemize}[label={}]
% \item Institute of Astrophysics, Optics and Electronics (INAOE) \printdate{Sep 2004~--~Sep 2006}
\item Thesis: Design of digital filters with fewer multipliers. \printdate{Sep 2004~--~Sep 2006}
\item Supervisor: Dr. Gordana Jovanovic Dolecek
\item Awarded MSc degree: 01/11/2006.
Thesis: \href{https://github.com/mxochicale/publications/blob/master/thesis/M.Sc./doc/MPXochicale_MScThesis-2016.pdf}{\faFilePdf}
GitHub: \href{https://github.com/mxochicale/publications/tree/master/thesis/M.Sc.}{\faGithub*}
\end{itemize}
% \subsection{Puebla Institute of Technology}[Puebla, M\'exico]
% \vspace{-\parskip}%
% \begin{itemize}[label={}]
% \item B.Eng. in Electronics \printdate{Aug 1999~--~Sep 2004}
% \item Thesis: Speed control for a two-degrees-of-freedom Robot in LabVIEW.
% \item Supervisor: M.Sc. Jos\'e Esteban Torres Le\'on.
% \item Links: Thesis: \href{https://github.com/mxochicale/publications/blob/master/thesis/B.Eng./doc/MPXochicale_BachelorEngThesis-2003.pdf}{\faFilePdfO} Github: \href{https://github.com/mxochicale/publications/tree/master/thesis/B.Eng.}{\faGithub*}
% \end{itemize}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\section{Research Experience}
\subsection{Senior Research Software Engineer at University College London, UK}[Oct 2022~--~Present]
\begin{itemize}
\item
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*}.
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*}).
%\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}
%Additionally, I am leading the preparation of one proceeding and one manuscript in the area of medical imaging with real-time deep learning techniques.
%All previous activities in collaboration with renowned clinicians and engineers in KCL, University of Oxford and University of Melbourne.
\end{itemize}
\subsection{Research Associate in Real-time AI-based Ultrasound Imaging at King's College London, UK}[Sep 2021~--~Sep 2022]
%\begin{positions}
% \entry{Research Associate in Real-time AI-based Ultrasound Imaging}{Sep 2021~--~Present}
%\end{positions}
\begin{itemize}
\item PIs: \href{http://kclmmag.org/}{Dr Andrew King} and \href{https://gomezalberto.github.io/}{Dr. Alberto Gomez}
\item
I scientifically contributed to automatic biometric recognition of electrocardiography ultrasound data using real-time deep learning techniques with Python, CUDA, C++ and Qt programming languages via GitHub.
%Additionally, I am leading the preparation of one proceeding and one manuscript in the area of medical imaging with real-time deep learning techniques.
%All previous activities in collaboration with renowned clinicians and engineers in KCL, University of Oxford and University of Melbourne.
See more at \href{http://vital.oucru.org/major-partners/kings-college-london/}{(\faExternalLink*)}.
\end{itemize}
\subsection{Research Associate in Software and Hardware Engineering at King's College London, UK}[Apr 2019~--~Aug 2021]
%\begin{positions}
% \entry{Research Associate in Software and Hardware Engineering}{Apr 2019~--~Aug 2021}
%\end{positions}
\begin{itemize}
\item PIs: \href{https://www.purlkcl.org/}{Dr. Wenfeng Xia} and \href{https://cai4cai.ml}{Prof.~Tom Vercauteren}
\item
I pushed forward the state-of-the-art of Ultrasound-Guidance Interventions,
contributing to the development of a needle tip tracking system, real-time ultrasound image processing,
quality management system for clinical translation of medical devices, and public engagement activities.
% Similarly, I developed validation experiments with linear stages under Windows and GNU/Linux OSs,
% designed electronic PCBs and design CAD pieces for 3D printing holders, characterised ultrasonic transducers,
% operate clinical ultrasound devices and contributing to a Python library via GitHub following QMS.
% All the previous activities in collaboration with an amazing
% team of renowned clinicians, engineers, QMS specialists and researchers in KCL and UCL.
% Additionally, I lead the preparation of one manuscript in a high-impact factor journal.
See more at \href{https://cai4cai.ml/author/miguel-xochicale/}{(\faExternalLink*)}.
\end{itemize}
% \newpage
% \subsection{Research Assistant in Robotics at INAOE's Robotics Laboratory, Puebla, M\'exico}[Feb 2013~--~Aug 2013]
% %\begin{positions}
% % \entry{Research Assistant in Robotics}{Feb 2013~--~Aug 2013}
% %\end{positions}
% \begin{itemize}
% \item Advisor: Dr. Ang\'elica Mu\~noz Mel\'endez
% \item I developed a Human-Robot Interaction application for dancing activities based on a Patrolbot mobile robot and a single three-axial accelerometer.
% %For the demo, I explored four hand gestures where the user worn the accelerometer at his/her
% %left wrist in order to create simple dance activities with the mobile robot.
% \href{https://sites.google.com/site/perezxochicale/projects/demodance}{(See documents and code: \faExternalLink)}.
% \end{itemize}
%\subsection{Madero University}[Puebla, M\'exico]
%\begin{positions}
% \entry{Teaching Lecturer in Mechatronic Engineering}{Jan 2012~--~Jan 2013}
%\end{positions}
%\begin{itemize}
% \item I proposed and supervised the following students projects: Haptic Referee Glove,
% Lightmetre and Pychometre Sensors, Smart Irrigation, Persistent Of Vision Bicycle Wheel
% and a Delta Robot Structure
% \href{https://sites.google.com/site/perezxochicaleprojects/studentprojects}{(See documents and code: \faExternalLink)}.
% \item I proposed and designed a Mechatronic Laboratory which includes:
% (i) a benchmark for laboratories in mechatronics in M\'exico and Puebla,
% (ii) a 3D layout design and
% (iii) minimal requirements of hardware and software for the laboratory
% \href{https://sites.google.com/site/perezxochicaleprojects/mechatronicslaboratorydesign}{(See documents and layout: \faExternalLink)}.
%\end{itemize}
%
%\subsection{INAOE}[Puebla, M\'exico]
%\begin{positions}
% \entry{Research Internship in Robotics}{Sep 2003~--~Mar 2004}
%\end{positions}
%\begin{itemize}
% \item I implemented a speed control for a two-degree-of-freedom robot with microcontrollers
%PIC 16F84 \& 16F877 which communicated via RS-232 to LabVIEW's Virtual Instruments.
%\end{itemize}
%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\section{Publications}
\publications{publications.bib}
See more full list of publications and associated links \href{https://github.com/mxochicale/cv/blob/main/tex/publications.bib}{(\faExternalLink*)}.
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\section{Talks, Posters and Workshops}
\publications{talks-and-posters.bib}
See more full list of references and associated links \href{https://github.com/mxochicale/cv/blob/main/tex/talks-and-posters.bib}{(\faExternalLink*)}.
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\section{Supervision and Teaching Experience}
\subsection{University College London}[Jan 2023~--~Present]
\begin{itemize}
\item Co-supervision of PhD student Elvira Cortese from the UCL Queen Square Institute of Neurology
%\textit{Project: }
\printdate{Oct 24'~--~Sep 27'}
\item Supervision: Sujon Hekim, in2reserach summer placement
\textit{Project: AI-based surgical skill assessment using transformer model.}
\printdate{June 23'~--~Sep 23'}
\item Supervision: Xiaoning Zhu, M.Sc in Health Data Science
\textit{Project: Automatic Medical Image Reporting with transformer-based models.}
\printdate{Jan 23'~--~Aug 23'}
\item Supervision: Qingyu Yang, M.Sc. in Health Data Science
\textit{Project: Fetal Brain Ultrasound Imaging synthesis with diffusion models.}
\printdate{May 23'~--~Aug 23'}
\item Technical Lead: CHME0039: Artificial Intelligence in Healthcare Group Project. Lecturers: Prof. Paul Taylor and Dr Kevin Tsang
\\ I led two group projects on \textit{Fetal Brain Ultrasound Imaging Synthesis with Diffusion Models.} \printdate{Jan 23'~--~March 23'}
\\ I led two group projects on \textit{End-to-End AI Workflow for Automated Multimodal Medical Image Reporting (AMMIR).} \printdate{Jan 25'~--~March 25'}
\end{itemize}
\subsection{King's College London}[Jan 2020~--~September 2022]
\begin{itemize}
\item Supervision: Pablo Prieto Roca and Samuel Eyob.
\textit{KURF projects on 3DGANs for fetal US imaging}.
\printdate{Jun 2022~--~Aug 2022}
\item Supervision: Tsz Yan (Goosie) Leung, MSc in Medical Engineering and Physics.
\textit{Project: Simple US guidance intervention.}
\printdate{Feb 2021~--~Aug 2022}
\item Supervision: Thea Bautista, M. Eng. in Biomedical Engineering.
\textit{Project: DCGANs for fetal US imaging.}
\printdate{Oct 2021~--~May 2022}
\item Supervision: Guilherme Gomes de Figueiredo and Amal Hussein.
\textit{KURF projects on DCGANs for US imaging.}
\printdate{Jun 2021~--~Aug 2021}
\item Supervision: Alexander Mitton, M.Sc. in Medical Engineering and Physics.
\textit{Project: Vibro-tactile stimulator for dystonia.}
\printdate{Jan 2020~--~Sep 2020}
\item Teaching Associate: Medical Robotics. Lecturers: Dr. Christos Bergeles (Jan2020-Apr2022), Dr Hongbin Liu (Jan2021-Apr2021), Dr. Alejandro Granados (Jan2022-April2022) \printdate{Jan 2020~--~Apr 2022}
%\item Teaching Associate: Medical Robotics. Lecturer: Dr. Alejandro Granados \printdate{Jan 2022~--~Apr 2022}
%\item Teaching Associate: Medical Robotics. Lecturer: Dr. Hongbin Liu \printdate{Jan 2021~--~Apr 2021}
%\item Teaching Associate: Medical Robotics. Lecturer: Dr. Christos Bergeles \printdate{Jan 2020~--~Apr 2020}
\end{itemize}
% \subsection{King's College London}[London, UK]
% \begin{positions}
% \entry{Supervision}{Jan 2020~--~Present}
% \end{positions}
%Tsz Yan (Goosie) Leung, MSc in Medical Engineering and Physics \printdate{Feb 2021~--~Aug 2022}
%Title: "Towards simple and effective ultrasound-guidance procedures" \\
%Co-supervisors: A. King and A. Gomez
%Thea Bautista, M. Eng. in Biomedical Engingeering \printdate{Oct 2021~--~May 2022}
%Title: GAN-based synthetic ultrasound imaging for fetal development \\
%Co-supervisors: H. Kerdegari, L. Peralta-Pereira, and R. Aughwane
%Guilherme Gomes de Figueiredo and Amal Hussein, Summer projects \printdate{Jun 2021~--~Aug 2021}
%Summer Project: synthetic ultrasound imagining with AI
%Student: Amal Hussein \printdate{Jun 2021~--~Aug 2021} \\
%Summer Project: Ultrasound-guidance simulator
%Alexander Mitton, M.Sc. in Medical Engineering and Physics \printdate{Jan 2020~--~Sep 2020}
%M.Sc. Project: Vibro-tactile stimulator for dystonia research \\
%Co-supervisors: C. Bergeles, V. Mcclelland and A. Worley
\subsection{The University of Birmingham}[Jun 2018~--~ Dec 2018]
% \subsection{King's College London}[Jan 2020~--~Present]
% % \newpage
% \begin{positions}
% \entry{Supervision}{Jun 2018~--~ Dec 2018}
% \end{positions}
% \begin{itemize}
% \item Dinghuang Zhang, M.Sc. Project: Tools for Human-Humanoid Collaboration
% %Co-supervisor: Chris Baber.
% \end{itemize}
% \begin{positions}
% \entry{Teaching Associate}{Aug 2014~--~Apr 2018}
% \end{positions}
\begin{itemize}
\item Supervision: Dinghuang Zhang, M.Sc. in Computer Engineering.
\textit{Project: Tools for human-humanoid collaboration}
\printdate{Aug 2018 -- Dec 2018} %Project: Tools for Human-Humanoid Collaboration
\item Teaching associate: Engineering Maths 2. Lecturers: Prof. Martin Russell, Dr Carl Anthony \printdate{Aug 2017 -- Dec 2017; Jan 2018 -- Apr2018}
%\item Engineering Maths 2. Lecturer: Prof. Martin Russell \printdate{Aug 2017 -- Dec 2017}
\item Teaching Associate: Matlab Laboratories. Lecturer: Dr Edward Tarte \printdate{Jan 2017 -- Apr 2017}
%\item Computing for Engineering. Lecturer: Dr Sridhar Pammu \printdate{Aug 2017 -- Dec 2017}
\item Teaching Associate Computing for Engineering. Lecturer: Dr Sridhar Pammu \printdate{Aug 2016 -- Dec 2016; Aug 2017 -- Dec 2017}
\item Teaching Associate: Small Embedded Systems. Lecturer: Prof. Chris Baber \printdate{Aug 2016 -- Dec 2016}
\end{itemize}
%\subsection{Teaching Associate at Mexican Institutions}[Aug 2006~--~Dec 2013]
%%\begin{positions}
%% \entry{Teaching Associate}{Aug 2013~--~Dec 2013}
%%\end{positions}
%\begin{itemize}
%\item Teaching Associate at Bilingual Hight School TECMilenio University, Puebla, M\'exico. \printdate{Aug 2013~--~Dec 2013}
%\item Teaching Associate in Mechatronic Eng at Universidad Madero,Puebla, M\'exico. \printdate{Jan 2012~--~Dec 2012}
%\item Teaching Associate in Electronic Eng. at Universidad Iberoamericana Puebla,Puebla, M\'exico. \printdate{Jan 2007~--~Dec 2011}
%\item Teaching Associate in Mechatronic Eng. at Instituto Tecnol\'ogico Superior de Atlixco,Puebla, M\'exico. \printdate{Aug 2006~--~Jun 2007}
%\end{itemize}
%
%\subsection{Bilingual Hight School TECMilenio University}[Puebla, M\'exico]
%\begin{positions}
% \entry{Teaching Associate}{Aug 2013~--~Dec 2013}
%\end{positions}
%\begin{itemize}
% \item
% Information Technology \href{https://sites.google.com/site/perezxochicale/teaching/iit}{\faExternalLink},
% Euclidean Geometry \href{https://sites.google.com/site/perezxochicale/teaching/euclidean-geometry}{\faExternalLink}, and
% Microsoft Office Access \href{https://sites.google.com/site/perezxochicale/teaching/moa}{\faExternalLink}
%\end{itemize}
%
%\subsection{Universidad Madero}[Puebla, M\'exico]
%\begin{positions}
% \entry{Teaching Associate in Mechatronic Eng.}{Jan 2012~--~Dec 2012}
%\end{positions}
%\begin{itemize}
% \item Fundamentals of Automation \href{https://sites.google.com/site/perezxochicale/digital-electronics}{\faExternalLink},
% Industrial Electronics \href{https://sites.google.com/site/perezxochicale/ie}{\faExternalLink},
% Research Projects \href{https://sites.google.com/site/perezxochicale/latex/thesistemplate}{\faExternalLink},
% Metrology \href{https://sites.google.com/site/perezxochicale/metrology}{\faExternalLink},
% Physics \href{http://goo.gl/fffnG}{\faExternalLink}, and
% Computer Integrating Manufacturing, and Power Electronics
%\end{itemize}
%
%\subsection{Universidad Iberoamericana Puebla}[Puebla, M\'exico]
%\begin{positions}
% \entry{Teaching Associate in Electronic Eng.}{Jan 2007~--~Dec 2011}
%\end{positions}
%\begin{itemize}
% \item Stochastic Processes \href{https://sites.google.com/site/perezxochicale/stochastic-processes-course}{\faExternalLink},
% Digital Signal Processing \href{https://sites.google.com/site/perezxochicale/digital-signal-processing-course}{\faExternalLink},
% and Analog Filters.
%\end{itemize}
%
%\subsection{Instituto Tecnol\'ogico Superior de Atlixco}[Puebla, M\'exico]
%\begin{positions}
% \entry{Teaching Associate in Mechatronic Eng.}{Aug 2006~--~Jun 2007}
%\end{positions}
%\begin{itemize}
% \item (01/2007 - 06/2007) Electronics I, Numerical Methods, and Electricity and Magnetism.
% \item (08/2006 - 12/2006) Electricity and Magnetism, and Electricity and Industrial Electronics
%\end{itemize}
%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\section{Grants, Awards and Honours}
\begin{itemize}
\item UCL Open Science award 2023 for organising "Open-Source Software for SurgTech" workshop \href{https://blogs.ucl.ac.uk/open-access/2023/10/26/open-science-scholarship-awards-winners/}{\faExternalLink*}, \href{https://github.com/oss-for-surgtech}{\faGithub*}
\printdate{(26/10/2023)}.
\item My M.Sc. student, Thea Bautista received the Maurice Wilkins Prize at KCL for the best MEng Individual Research Project in 2022 \href{https://twitter.com/_mxochicale/status/1564571097932402688}{\faExternalLink*} \printdate{(30/08/2022)}.
\item King's Public Engagement grant for the project "FETUS: Finding a fETus with an Ultrasound Simulator" led by myself and in collaboration with Fang-Yu Lin and Shu Wang \href{https://cai4cai.ml/post/2021-01-07-miguelpegrant/}{\faExternalLink*} \printdate{(07/01/2021 - 07/01/2022)}
\item My M.Sc. student, Alexander Mitton, won the Outstanding Individual Project award
%for his M.Sc. project which I was the main supervisor
%, on designing a wearable, vibrotactile stimulation device for patients with dystonia
\href{https://www.kcl.ac.uk/news/mscmres-healthcare-technologies-award-student-prizes-for-outstanding-performance-and-contributions-to-student-life}{\faExternalLink*} \printdate{(15/10/2020)}
\item King's Health Partners grant for the project "Sensory system abnormalities in childhood dystonia" lead by Verity McClelland and in collaboration with Carlos Seneci \href{https://kclpure.kcl.ac.uk/portal/en/persons/miguel-angel-perez-xochicale(cca72683-31b7-496a-8aeb-181fd9d6a8f3)/projects.html}{\faExternalLink*} \printdate{(14/04/2020 - 9/06/2020)}
\item ``Towards Healthy Ageing with Humanoid Robots'' was selected for a talk at the 2nd forum of Mexican Talent 2017 \href{https://github.com/mxochicale/InnovationMatchMX/tree/master/2017}{\faExternalLink*} \href{https://github.com/mxochicale/InnovationMatchMX/blob/master/2017/presentation/IMMX-MA-0058.pdf}{\faFilePdf} \href{https://www.youtube.com/watch?v=wNWzpdXdm5U}{\faYoutube} \printdate{11/01/2017}
\item I won the best poster award at the XIV Symposium of Mexican Students in the UK at University of Edinburgh \href{https://github.com/mxochicale/symposiummx/tree/master/2016}{\faExternalLink*} \printdate{16-18/06/2016}
\item My project of a low-cost robot was selected among 125 applications received from 35 countries and presented at the 1st international public entrepreneurship program in Mexico (MECATE 2015). \href{http://let-emprendimientopublico.mx/en/portfolio_category/mecate-primera-generacion-en/}{\faExternalLink*} \href{https://www.youtube.com/watch?v=VjVGnwD422g}{\faYoutube} \printdate{20-24/07/2015}
\item I was awarded with a Ph.D. scholarship by the Mexican National Council on Science and Technology and the University of Birmingham. \printdate{11/2014-11/2018}
\item
Markovito's team was awarded the first place of HOME category at the Mexican Tournament of Robotics 2013, presenting a Human-Robot Interaction Dance Demo \href{https://www.youtube.com/watch?v=Kw-lZam_qZI}{\faYoutube} \printdate{25-27/05/2013}
%\item I won a M.Sc. scholarship by the Mexican National Council on Science and Technology. \printdate{09/2004-09/2006}
\end{itemize}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\section{Skills}
\begin{description}
\item[Programming and software] Python[2014-present],
GNU/Linux Operating System user (OpenSuse, Debian \& Ubuntu)[2005-present],
R[2013-present],
Robot Operating System (ROS)[2016-present],
GNU-Octave (as well as MatLab)[2009-present],
\LaTeX [2006-present],
C and C++[2015-present],
Processing[2012-present],
the shell[2010-present],
GNU-emacs[2010-present],
vim[2016-present],
pandoc[2017-present],
open-source enthusiast at GitHub (\href{https://github.com/mxochicale}{@mxochicale})[2015-present],
continuous integration \& continuous delivery [2019-present],
CUDA Programming [2021-present],
Docker [2024-present], \&
python-based linting [2022-present].
aws-cli \href{https://github.com/UCL-CDI/cdi-hub/tree/main/tutorials/aws-services/aws-batch}{\faGithub*} [Oct2024-present].
\item[Tools and hardware]
Single-board computers and microcontrollers (NVIDIA Jetson Nano, RaspberryPi, BeagleBone, Arduino \& PIC)[2010-present],
Inertial Measurement Units (calibration, collection \& data analysis)[2013-present],
Web design (Github pages, Jekyll)[2015-present],
Graphic design (Inkscape, GIMP)[2014-present],
CAD design (Autodesk inventor, blender, FreeCAD, \& onshape)[2015-present],
Artificial Neural Networks (PyTorch, \& TensorFlow)[2017-present],
3D printing (flsun, cura) [2019-present],
Video framegrabbers (PCI \& usb from ephipan), \&
Clinical Ultrasound Devices (Voluson E10, Philips EPIC, convex \& linear probes),
Medical imaging (3D slicer, ITK-SNAP), \&
NVIDIA Clara AGX with holoscan-sdk [2023-present].
\item[QMS]
Control documents with standard compliances using:
Good Machine Learning Practice by FDA, Health Canada, \& MHRA;
IEC 62304 Medical Device Software Standard;
BS EN 82304-1:2017 Health Software;
IEC 60601-1 Medical electrical equipment;
BS EN 61391-2:2010 Ultrasonics;, \&
BSI 60825-14 Safety of laser products.
%IEC 60601-1-4 and BS EN 60601-2-5;
\item[Languages] Spanish[Native], English[Fluent] and interested in learning Chinese.
\end{description}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\section{Outreach activities and scientific engagement}
%\subsection{Outreach activities and scientific engagement}[]
%\subsection{King's College London}[London, UK]
%\begin{positions}
% \entry{Outreach activities and scientific engagement}{Sep 2019~--~Present}
%\end{positions}
\begin{itemize}
\item Lead organiser of HAWKESHACKS3 hackathon "Redefining Eye Tracking with Open-Source Real-Time AI Solutions":
Site: \href{https://cmic-ucl.github.io/CMICHACKS/}{\faExternalLink*}, \&
GitHub: \href{https://github.com/oocular/ready/tree/main/docs/hackathons/hawkes2024}{\faGithub*}.
\printdate{6-8th Nov 25'}.
\item Lead organiser of "Open-Source Software for SurgTech 2" at the Hamlym Symp. on Medical Robotics 2024.
\href{https://www.hamlynsymposium.org/events/open-source-software-for-surgical-technologies-2/}{\faExternalLink*}.
\printdate{Jan 24' -- Oct 25'}.
\item Lead organiser of "Open-Source Software for SurgTech" at the Hamlym Symp. on Medical Robotics 2023.
GitHub: \href{https://github.com/oss-for-surgtech/workshop-hamlyn2023}{\faGithub*} \&
Video Playlist \href{https://youtube.com/playlist?list=PLtGJkyfu0klZlvZkPyDLArhjs7i39C-ld&si=wmOQZ2Qr5_QDWrg3}{\faYoutube}.
\printdate{Jan 23' -- Oct 23'}.
\item Lead organiser of CMICHACKS hackathon 2023 "Real-time AI for surgery":
Site: \href{https://cmic-ucl.github.io/CMICHACKS/edition2023/index.html}{\faExternalLink*}, \&
GitHub repository: \href{https://github.com/SciKit-Surgery/cmicHACKS2}{\faGithub*}.
\printdate{9-10 Nov 23'}.
\item Co-organised of journal club for computer vision and deep learning at Advanced Research Computing Centre
\printdate{01-01-2023 -- 01-06-2023}.
\item Co-organised of events at the BMEIS Early Career Researcher Network (monthly meetings \& writing workshops).
\printdate{01-01-2021 - 01-09-2022}.
\item Participation in the Westminster Enterprise Week to engage students aged 14-18 to Biomedical Engineering.
\printdate{10-11-2021}
\item Participant in the STEAM WEEK organised by the City Westminster Council to engage students aged 14-18 to STEAM
\href{https://twitter.com/_mxochicale/status/1374407825607200769}{\faTwitter}
\printdate{23-03-2021}
\item Alexandra Lautarescu and I organised the Reproducible, Interpretable, Open, \& Transparent Science Club at BMEIS
\printdate{02-2020 -- 06-2020}
\item For the event In2ScienceUK, I shared my scientific journey to young scientist on how they can become better scientist.
\printdate{20-08-2019}
\item For the New Scientist Live, I showcased software that helps doctors to create 3D models of brain tumors using AI.
\printdate{09-2019}
%\end{itemize}
%\subsection{Outreach activities and scientific engagement at University of Birmingham, UK}[Aug 2014~--~Jun 2018]
%\subsection{University of Birmingham}[Birmingham, UK]
%\begin{positions}
% \entry{Outreach activities and scientific engagement}{Aug 2014~--~Jun 2018}
%\end{positions}
\item Finalist at the Three Minute Thesis Competition 2018.
Video: \href{https://www.youtube.com/watch?v=07ewRYcS-0g}{\faYoutube} and
GitHub: \href{https://github.com/mxochicale/3mt}{\faGithub*}
\printdate{05-2018}
\item Research Poster Conference for
(2015) \href{https://github.com/mxochicale/PhD/blob/master/posters/Research_Poster_Conference_UoB/2015/poster/poster.pdf}{\faImage},
(2016) \href{https://github.com/mxochicale/PhD/blob/master/posters/Research_Poster_Conference_UoB/2016/poster/poster.pdf}{\faImage}, and
(2018) \href{https://github.com/mxochicale/PhD/blob/master/posters/Research_Poster_Conference_UoB/2018/poster/main/map479-poster-uob2018.pdf}{\faImage}.
GitHub: \href{https://github.com/mxochicale/PhD/tree/master/posters/Research_Poster_Conference_UoB}{\faGithub*}.
\printdate{2016 to 2018}
\item Demoing Human-Robot Activities at the Undergraduate Open Days.
GitHub: \href{https://github.com/mxochicale/opendayuob-hridemo}{\faGithub*}.
\printdate{2014--2018}
\item Coordinator of the Science Seminars for the Mexican Society.
GitHub: \href{https://github.com/MexicanSocietyUoB}{\faGithub*},
Website: \href{https://mexicansocietyuob.github.io/seminars/}{\faExternalLink*}.
\printdate{2017--2018}
%\end{itemize}
%\subsection{Other outreach activities and scientific engagement}[2013~--~Present]
%\subsection{AIR4Children}[M\'exico \& UK]
%\begin{itemize}
\item Building Artificial Intelligence and Robotics for Children.
Twitter: \href{https://twitter.com/air4children}{\faTwitter @air4children}
GitHub: \href{https://github.com/air4children}{\faGithub* @air4chidlren}
\printdate{2019--Present}
%\item Creation Libre Robotics, a non-profit organization aiming to freely transfer knowledge in Robotics to Mexican children. Website: \href{https://sites.google.com/site/LibreRobotics/}{\faExternalLink} \printdate{2013 -- 2017}
%\item Developer of the Website "Machine Learning for M\'exico"
%GitHub: \href{https://github.com/ML4MX}{\faGithub*}, Website: \href{https://ml4mx.github.io/website/}{\faExternalLink}
%\printdate{2013 -- 2018}
\end{itemize}
% %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% \section{References}
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% \item \textbf{Name Surname}, Professor of , Instutitution, [email protected]
% \item \textbf{Name Surname}, Professor of , Instutitution, [email protected]
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