CV

Computer Vision Scientist

Augmodo

Improving open world computer vision pipelines for real-world deployments in retail.

• Mainly collaborating with Sacha Hu, Senior Computer Vision Scientist.
• Developing uncertainty-aware computer vision models to improve accuracy and robustness in real-world deployments.
• Collaborating on end-to-end pipeline development to handle millions of images per day.

Research Engineer (PhD Contract)

Michelin

Developing conformal and adaptive soft sensors for real-time quality prediction in multistage industrial processes.

• Supervised by Dr. Sylvain Desroziers, Dr. Maxime Moreaud, and Guillaume Ramelet.
• Developed torchsom , a reference PyTorch library for Self-Organizing Maps.
• Designing and implementing online strategies for online quality monitoring.
• Building uncertainty quantification methods, conformal prediction-based, applied to online and realt-time settings.

Research Assistant (ML & Optimization)

Adaptive & Intelligent Robotics Lab (AIRL)

Model-based uncertainty quantification for quality-diversity optimization in robotic environments.

• Supervised by Pr. Antoine Cully.
• Improved data efficiency and noise robustness of MAP-Elites by incorporating a probabilistic model-based approach.
• Developed new metrics for assessing uncertainty quantification in quality-diversity algorithms and non-deterministic environments.

Research Intern (ML & Neuroscience)

Centre National de la Recherche Scientifique (CNRS)

Detection of pathological oscillations in epilepsy using signal processing and convolutional neural networks.

• Supervised by Dr. Ludovic Gardy, Pr. Christophe Hurter, and Pr. Emmanuel Barbeau.
• Accelerated signal and image processing pipelines by 15% through Cython optimization for faster analysis of pathological oscillations in epilepsy.
• Engineered 7 NoSQL databases to manage and analyze large-scale EEG data at both macro and micro scales, improving data accessibility and query performance.
• Enhanced classification model performance by 5% through systematic fine-tuning and hyperparameter optimization.
• Leveraged Grad-CAM to improve model explainability, ensuring predictions aligned with underlying neurophysiological biomarkers.

Research Assistant (ML & CV)

EuroMoov Digital Health in Motion (DHM)

Design of an image filter for narrow contour detection and multi-scale adaptation using machine learning.

• Supervised by Pr. Baptiste Magnier and Pr. Binbin Xu.
• Developed a novel 2D filter for detecting adjacent and multi-scale ridges in images, leading to a publication in IEEE ICASSP 2023.
• Implemented and benchmarked state-of-the-art edge detection models (e.g., DexiNed, RCF) as part of a comparative analysis for contour detection.

PhD Candidate in Applied Mathematics and Machine Learning

École Polytechnique

Applied Mathematics, Machine Learning, Research

• Under the supervision of Pr. Eric Moulines, Dr. Ahmed Shokry, Dr. Sylvain Desroziers, Dr. Maxime Moreaud, and Guillaume Ramelet.
• Real-time Quality Prediction, Uncertainty Quantification, Unsupervised Learning, Data-driven Soft Sensing

MSc Advanced Computing in Machine Learning

Imperial College London

Computer Science, Mathematics, Research

• Diploma with merit (2:1), and thesis with distinction (1st).
• Research internship at the Adaptive & Intelligent Robotics Lab (AIRL), under the supervision of Pr. Antoine Cully.
• Machine & Deep Learning, Reinforcement Learning, Computer Vision, Natural Language Processing, Mathematics for Machine Learning, Computational Finance, Robot Learning.

Diplôme d'Ingénieur - MSc Artificial Intelligence & Data Science

IMT Mines Alès

Mathematics, Data Science, Research

• First class honours with jury's congratulations
• Ranked 2nd in CS & AI department, top 5% of the class
• Research internship at the Centre National de la Recherche Scientifique (CNRS), under the supervision of Dr. Ludovic Gardy, Pr. Christophe Hurter and Pr. Emmanuel Barbeau.
• Advanced Probabilities & Statistics, Operational Research, Algorithms & Complexity, Machine & Deep Learning, Software Engineering

MT180 Public Award (€100)

Institut Polytechnique de Paris

Public award received during the MT180 presentation at IP Paris.

Best PhD Poster Award (€500)

Institut Polytechnique de Paris

Best poster distinction at the Institut Polytechnique de Paris.

Winner — Manufacturing IT Hackathon AI’NNOV (€500)

Michelin

First place at the AI’NNOV Manufacturing IT Hackathon.

International Mobility Scholarship (€4000)

Région Occitanie

Scholarship supporting international academic mobility.

Alumni Scholarship (€1300)

Mines Alès Alumni

Merit-based scholarship from the Mines Alès alumni association.

Excellence Scholarship (€4000)

IMT Mines Alès

Academic excellence scholarship.

Creativity Laureate — Communication & Media (€80)

Cora Hypermarket

Creativity laureate for a Communication & Media competition.

Vice President

EmaVisual (Photography & Video Association)

• Led a team of 10 photographers to cover 25 university events.
• Edited and produced multiple videos and over 10,000 photos.

Vice President

Bureau des Sports (Sports Association)

• Led a 25-person team to manage 5 tournaments and oversee 20 sports
• Secured partnerships with major brands, including Armor Lux and Tony Parker.
• Managed the association’s website and IT infrastructure.

Tsikyst Volunteer

Tsiky Zanaka (Humanitarian Association)

• Raised over €3500 to fund and support solidarity projects in Madagascar.
• Organized and participated in fundraising events, including cooking for 300 students.

Handball Player

University

• Achieved 3rd place in the highest national university league (BUCS, UK).
• Achieved 4th place in the highest national university league (FFSU, France).
• Winner of the 49th Challenge Centrale Lyon
• Winner of the 19th TRAMS

Logistics Volunteer

Trophée Orlandini (Rugby Tournament Association)

• Prepared event logistics and setup for a multi-school rugby tournament.

Disc Jockey

EmaMix (DJs Association)

• Provided music and technical support for student events and gatherings.

Contestant

Modelling Contest | Socute Models

• Twice finalist in a male modelling contest.