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src/resume/publications.bib
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@ -2,5 +2,6 @@
author = {Laurent Fainsin and Jean Mélou and Lilian Calvet and Antoine Laurent and Axel Carlier and Jean-Denis Durou}, author = {Laurent Fainsin and Jean Mélou and Lilian Calvet and Antoine Laurent and Axel Carlier and Jean-Denis Durou},
title = {Neural sphere detection in images for lighting calibration}, title = {Neural sphere detection in images for lighting calibration},
journal = {QCAV}, journal = {QCAV},
year = {2023} year = {2023},
url = {https://hal.science/hal-04160733}
} }

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src/resume/resume.tex
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\subsection{ENSEEIHT INP-Toulouse} \subsection{ENSEEIHT INP-Toulouse}
\descript{Master in Perf. Computing} \descript{Master in Perf. Computing}
\descript{focused on Academic Research} \descript{focused on Academic Research}
\location{2022-2023 | Toulouse, France} \location{2022 — 2023 | Toulouse, France}
\vspace{3pt} \vspace{3pt}
Scientific Computing and Data Analysis \\ Scientific Computing and Data Analysis \\
Concurrent \& Parallel Programming \\ Concurrent \& Parallel Programming \\
@ -96,7 +96,7 @@
\subsection{ENSEEIHT INP-Toulouse} \subsection{ENSEEIHT INP-Toulouse}
\descript{MEng in Computer Science} \descript{MEng in Computer Science}
\descript{specialty in ML and CG} \descript{specialty in ML and CG}
\location{2020-2023 | Toulouse, France} \location{2020 — 2023 | Toulouse, France}
\vspace{3pt} \vspace{3pt}
Compilers \& System Architecture \\ Compilers \& System Architecture \\
Object-Oriented Programming \\ Object-Oriented Programming \\
@ -107,7 +107,7 @@
\subsection{LA PÉROUSE-KERICHEN} \subsection{LA PÉROUSE-KERICHEN}
\descript{Preparatory class (CPGE)} \descript{Preparatory class (CPGE)}
\location{2018-2020 | Brest, France} \location{2018 — 2020 | Brest, France}
\vspace{2pt} \vspace{2pt}
Intensive studies in Mathematics and Physics for national entrance exams Intensive studies in Mathematics and Physics for national entrance exams
\sectionsep \sectionsep
@ -164,19 +164,19 @@
\section{Professional Experience} \section{Professional Experience}
\runsubsection{Safran} | \descript{Deep 3D Generative Modeling Internship} \runsubsection{Safran} | \descript{Machine Learning Engineer Internship}
\location{March 2023 - September 2023 | Paris, France} \location{March 2023 — September 2023 | Paris, France}
\vspace{10pt} % Hacky fix for awkward extra vertical space \vspace{10pt} % Hacky fix for awkward extra vertical space
\begin{tightemize} \begin{tightemize}
\item Studied state of the art generative models for 3D data, such as PointNet++, Graph U-Net, PointFlow, Point Voxel Diffusion and LION. \item Studied state of the art generative models for 3D data, such as PointNet++, Graph U-Net, PointFlow, Point Voxel Diffusion and LION.
\item Settled on Latent Diffusion Models, implemented a dozen architectures using libraries such as PyTorch Geometric, PyTorch Lightning, HuggingFace diffusers, HuggingFace Datasets, etc. \item Implemented a dozen architectures using libraries such as PyTorch Geometric, PyTorch Lightning, HuggingFace diffusers, HuggingFace Datasets, etc. Settled on Latent Diffusion Models.
\item Trained models on specific aircraft industrial parts, conditioned on perfomance metrics, such as drag coefficients, lift coefficients, etc. \item Trained models on specific aircraft industrial parts, conditioned on perfomance metrics, such as drag coefficients, lift coefficients, etc.
\item Released internally the models and code, enabling Safran engineers to generate new parts with specific performance metrics and to easily reuse the code for other applications. \item Released internally the models and code, enabling Safran engineers to generate new parts with specific performance metrics and to easily reuse the code for other applications.
\end{tightemize} \end{tightemize}
\sectionsep \sectionsep
\runsubsection{REVA - IRIT} | \descript{Computer Vision Research Internship} \runsubsection{REVA — IRIT} | \descript{Machine Learning Research Internship}
\location{June 2022 - September 2022 | Toulouse, France} \location{June 2022 — September 2022 | Toulouse, France}
\begin{tightemize} \begin{tightemize}
\item Fine-tuned a state of the art Deep Learning model to detect spherical markers in images for Photometric Stereophography calibration. \item Fine-tuned a state of the art Deep Learning model to detect spherical markers in images for Photometric Stereophography calibration.
\item Collaborated with 3 engineers from MIKROS and Technicolor as part of the ALICIA-Vision Labcom european project. \item Collaborated with 3 engineers from MIKROS and Technicolor as part of the ALICIA-Vision Labcom european project.
@ -191,7 +191,7 @@
\section{Volunteer Experience} \section{Volunteer Experience}
\runsubsection{net7 / INP-net} | \descript{Treasurer / President} \runsubsection{net7 / INP-net} | \descript{Treasurer / President}
\location{September 2021 - September 2022 | Toulouse, France} \location{September 2021 — September 2022 | Toulouse, France}
\begin{tightemize} \begin{tightemize}
\item Led and managed the association and its financing for a term of one year. \item Led and managed the association and its financing for a term of one year.
\item Contributed to and developed the codebase used by 5000+ students per year. \\ Provided technical micro-trainings to hundreds of students. \item Contributed to and developed the codebase used by 5000+ students per year. \\ Provided technical micro-trainings to hundreds of students.