Michael Girardot Email & Phone Number

Castelnau-Le-Lez, Fr

Montpellier, Occitanie, France

Région De Montpellier, France

As a research Data Scientist at Quantum Surgical , I am developing Artificial Intelligence solutions for the treatment of liver cancer.Projects:--Liver Segmentation--[Python, Tensorflow, Docker, Slicer 3D]Delivered a Liver Segmentation Algorithm with state of the art performances on a public dataset (LiTS: 96% Dice; whole liver inference time < 60s on CPU).--Ablation Segmentation--[Python, Tensorflow]Developed a training pipeline adapted to low data regimes (<20k images) with synthetic data integration (Patent pending) and delivered a state of the art liver ablation zone segmentation algorithm.--Tumor Segmentation--[Python, Tensorflow]Developed a semi-supervised training pipeline adapted to low data annotation (<5k images) and delivered a tumor segmentation algorithm beating state of the art results.

Région De Montpellier, France

Projects and technical stack :-- Artificial Intelligence Insights into Regulations, Canadian School of Public Service --[scikit-learn, Neo4J, Linkurious]Insights into Canadian regulations with graph analytics and natural language processing (NLP).-- Testing & AI --Industrialization and tests for AI projects.-- Sales predictions --[Python, Predictive Objects (TellMePlus)] Comparative analysis of the current forecast model to machine learning models from Predictive Objects (TellMePlus) for a retail store. We achieved an impressive 40% decrease in prediction error!-- Predictive maintenance --[nfif, Kafka, Spark streaming, Scala] Real-time predictions of HDD breakdown from a cloud provider (Backblaze).-- Predictive support --[Python, Scikit-learn, Django, Heroku] Support ticket classification by machine learning and NLP in three languages.-- Fraud detection --[Python, Scikit-learn, Neo4j, Linkurious] Fraud detection framework by machine learning with a visualization interface allowing inspectors' annotations to further decrease detection errors.-- Gas price predictions --[Spark notebook, Scala] Spark demo for parallel computing of gas prices in the country's stations from open-data (https://www.prix-carburants.gouv.fr/). -- GraphGist challenge --[Neo4j, Cypher] Build Star Wars models with your Lego collection (Holidays GraphGist award from Neo4j)-- CSE NORD, Société Générale --[SAS, MVS, MicroStrategy, Teradata, DataStage]

Région De Montpellier, France

I am conducting high-throughput sequencing data analyses and manage several bioinformatics projects in genome regulation, both as a leader or in collaboration.

1 Week Of Lectures About All Aspects Of Big Data

http://grammars.grlmc.com/bigdat2015/

Doctor Of Philosophy (Phd), Biologie Moléculaire

Teaching assistant in Genetics & epigenetics

Master 2 (M2), Biologie Sciences Santé

Baccalauréat, S