Carole Dossat Email & Phone Number

Paris, Île-De-France, France

DriveQuant is a startup specialized in smartphone telematics.Environment Gitlab CI/CD, Docker, Kubernetes, OVHcloud, Java backend➤ Retrieval, formatting, exploration, cleaning, and organization of learning data in MongoDB, implementation of PyMongo DAL (Data Access Layer)➤ Python development (PyCharm IDE, Gitlab, pandas, NumPy, SciPy, GeoPandas, scikit-learn, Keras, TensorFlow)➤ Creation of car accident detection models, bus trip identification (Machine learning, Random Forest, XGBoost) using data from smartphone sensors➤ Implementation of Python APIs (endpoints, payload, Stoplight, YAML, JSON) for backend usage and backend API calls (authentication, repost)➤ Data analysis (PoC, driver profiling, scoring and segmentation, driver distraction, generation of driving advice...)➤ Creation, enhancement, and maintenance of the internal dashboard (Django, Dash, Plotly, Matplotlib, Seaborn)

Paris

Upply is a start-up in the supply chain sector.Environment Atlas MongoDB, MySQL, Microsoft Azure Databricks, Python 3➤ Data exploration, descriptive statistics, KPI, data vizualisation (Jupyter notebooks, pymongo, sqlalchemy, numpy, pandas, geopandas, matplotlib, seaborn...)➤ Feature extraction and scoring of our site's users, database storage (Github, Docker)➤ PoC using machine learning (scikit-learn)➤ Modeling of transit time for the different transport modes (predictive statistics, API, postman)➤ Development of a web site for data labelling (Django)

Evry, France

Team linked with several laboratories: production (wetlab), development, system, research (biologists).➤ TaraOceans project : find a new approach to improve Single-Cell Amplified Genomes (SAG) (continuity and completness) with metagenomic data.➤ Timco-Teratec project (Technology for In-Memory Computing).Metagenomics on the TaraOceans project, taxonomy, assembly and analysis of the effect of over-sequencing on a Bull supercomputer with 8 TB of memory.➤ Development project : MaGuS (Mapped Guided Scaffolding)Architecture and development of a modular tool to assess the quality and improve the continuity of incomplete complex assemblies.Documentation and deposit on github.https://github.com/institut-de-genomique/MaGuS➤ Research project : assembly and analysis of the pedunculate oak genome (Quercus robur), complex diploid heterozygote.

Evry, France

New LIMS (Laboratory Information Management System) with MongoDB.➤ Adaptation of the production workflow to store the results of automatic analyses andautomatic recovery for visualisation (REST API, JSON format).➤ Addition of automatic assemblies, as well as specific treatments for very large projects such as genome sequencing of common wheat (Triticum aestivum L.), complex genome of 21 chromosomes, polyploïd, associating three sub-genomes (5 times the size of the human genome).

BIRDS Project (Bio-Informatics Rules Driven System), a bioinformatics resource management system based on JBPM.➤ Participation in needs analysis and software design, Java programming, Drools rules (Jboss Rules) creation and use of the Hibernate framework.https://www.genoscope.cns.fr/projects/birds/

Evry, France

Adaptation of production workflows to new sequencing technologies (NTS).➤ Automation of analyses, database updating, web interface for results visualisation, decision support

Evry, France

Automation of low and high-throughput sequencing pipelines in connection with a LIMS (MySQL, Sybase), automation and tool development (Perl, Bash) for quality control, submission to public databases.

Comparative genomics between insects, adaptation of the EXOFISH method, development of an automatic tool for the prediction of the number of genes in a new genome.➤ Publication : "Assessing the Drosophila melanogaster and Anopheles gambiae genome annotations using genome-wide sequence comparisons", Genome Res. 2003 Jul; 13 (7): 1595-9.

Mooc, Data Science

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Mooc, Data Analyse

Analysez et modélisez des séries temporelles (15h)

Mooc, Statistics, Certificat

Statistiques pour l'ingénieur

In-Service Training, Génie Logiciel, 2012 - 3 Days

Ingénierie Logicielle Objet (3 jours)

Master 2 (M2), Génomique Et Informatique, Grade A Pass

Activities and Societies: Treasurer of the Master's association

Master 1 (M1), Cellular Biology And Physiology, Specialization Genetics, Option Bio-Informatics, Grade B Pass

High School Diploma, Sciences Option Mathematics