Simon Grouard Email & Phone Number

France

Ville De Paris, Île-De-France, France

• Bladder cancer [10/2022 - now]. Find new subgroups and targets for MIBC patients with Owkin’s discovery engine, aiming to go through clinical trials. An abstract & poster presented to the IBCN conference in 2023 are available on demand.• Deep deconvolution [04/2023 - now]. Deconvolution of bulk RNAseq & Spatial Transcriptomics, developing a new deep learning algorithm trained with single cell RNAseq.• Omics Representation [10/2022 - 04/2023]. Robust evaluation of deep learning-based representation methods for survival and gene essentiality prediction on bulk RNA-seq data. The paper was published to Nature scientific reports in July 2024.• Semi-supervised multi-omics (WGS, bulk RNAseq, deconvolution fractions) algorithms for auto-inflammatory related diseases.

Cambridge, Angleterre, Royaume-Uni

Master Thesis: Proteomics pan-cancer prediction of cell-line drug sensitivityData: Proteomics (CCLE), Drug sensitivity (CTRP)Methods: Random Forest, Variational autoencoder, deep-SHAP, Singular enrichment analysis (SEA)

Paris, Île-De-France, France

Computer vision internship at Bovo Predict: Developed and improved a deep learning algorithm to obtain medical prediction based on dental panoramics (ResNet), in collaboration with Sparkmate and CNRS for the tech part of the project.Among other tasks: - Similarity measurement of different panoramics (Siamese network)- Creating 2D panoramics and sagittales sections from 3D CBCTs (DICOM files)- Data engineering with GCP- Image processing: augmentations for the Deep Learning tasks, masks, autofocus, morphological skeletons, registration... for the creation of 2D panoramics and sagittales sections- Data analysis using matplotlib and sklearn

Antibes, Provence-Alpes-Côte D’Azur, France

Development of ML predictive algorithms for a wind farm’s condition-based monitoring. A project in partnership with Prüftechnik.

Nantes, Pays De La Loire, France

For a student project at Centrale Nantes, I helped Veolia enhance its knowledge about automation of cleaning street machines.

Nantes, Pays De La Loire, France

As a member of the entrepreneurship organisation Enactus, I participated in the development of an environmental phone application with the aim of helping Nantes inhabitants.

Master Of Science - Ms, Health Data Analytics And Machine Learning, Distinction (Summa Cum Laude)

4-month Master Thesis at AstraZeneca: Proteomics pan-cancer prediction of cell-line drug sensitivity 2-month project on determinants.

Engineering Master'S Degree (Diplôme D'Ingénieur), General Engineering (First Year), Applied Mathematics (Second Year)

French School of Engineering (Grande École) conferring a diploma equivalent to a Master's degree. Third year / Dual Degree with Imperial.

Classes Préparatoires Pcsi / Pc*

Activities and Societies: Acrobatic Rock and Roll danceIntensive Mathematics, Physics, Chemistry and Computer Science undergraduate degree.

Baccalauréat S (High School Diploma), Major : Mathematics, Mention Très Bien (Summa Cum Laude)

I lived one year in Dublin (Ireland) in an Irish family. I attended classes in the French School of Ireland for my final year of high.

Auckland, New Zealand, Linguistic Stay

Linguistic stay in a host family in New Zealand for 3 months, where I studied at Northcote College.