Freelancer profile translated to English.
Back to original languageAbout Aurélie
You've heard of Big Data, Deep Learning,...
... And you'd like to know what these technologies could concretely bring to your business?
Are you tired of technical experts selling you expensive solutions that don't meet your needs?
I offer you support to initiate your data valorization projects with complete peace of mind.
The rate displayed on my profile is indicative. It may vary depending on the nature and duration of the support.
Why trust me?
- More than just a technical executor, I am interested in your sector and your needs. I am curious and I like to communicate. My work doesn't stop at potential technical deliverables; I believe it is just as crucial to train the client and involve them in the process to converge together towards the most impactful solutions.
- My offer stops at the feasibility study (POC). Therefore, I have no interest in selling you expensive software that you won't need.
Acculturation Seminar
- Design of tailor-made programs to get to the essentials: technologies and relevant application cases for YOUR sector
- With my experience in teaching, I adapt to all types of audiences: managers, business or technical teams
Data Audit
- Exploration of the data you possess
- Drafting a report on data quality
- Identification of corrupted data and bug reporting to your IT department, if applicable
Innovation Workshop
- Kick-off meeting: better understanding your sector and its challenges
- Monitoring and identification of relevant data exploitation cases
- Creativity day: prioritize use cases to explore, and establish with you the best strategy to succeed in your data projects
Feasibility Study - Proof of Concept (POC)
- Design of a software prototype to demonstrate the feasibility of a project
French
Native or bilingual
English
Fluent
Can work on-site
Paris (up to 10km)
Experience
- AuraLead Data ScientistMEDICALOctober 2020 - Today (5 years and 8 months)Paris, FranceI have the pleasure of assisting the Aura association with the issue of detecting epilepsy seizures on electrocardiogram recordings.Mission details:- Bibliographic research- Design of a roadmap for machine learning R&D strategy- Development of a dashboard for evaluating the performance of developed models- Supervision of an internSkills used:research, machine learning, data visualization, deep learning, time series
- JedhaProfessorEDUCATION AND E-LEARNINGMay 2019 - Today (7 years and 1 month)Paris, FranceData Science training for a wide audience, including:- Machine learning- Big Data- Data visualization- Web analytics- Databases- Python programming
- DeepkiR&D Data ScientistENERGY AND UTILITIESApril 2018 - January 2019 (10 months)Paris, France- Design of electricity consumption anomaly detection algorithms that enabled the Les Mousquetaires group to detect 4 million euros in savings in 6 months on their energy budget- Consulting and exploratory data analysis in the energy and building sectors- Development of data visualization dashboards for large, heterogeneous, and evolving data
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Education
- PhD in Nuclear PhysicsUniversité Paris-Sud2015- Analyse de grands volumes de données collectées lors d'expériences menées sur des accélérateurs de particules - Développement du code d’analyse associé (C++), interprétation des résultats - Calculs théoriques : étude comparative des modèles prédictifs utilisés en physique nucléaire - Travail au sein d’une collaboration internationale entre Etats-Unis, France, Hongrie et Roumanie - Présentation des travaux dans des conférences internationales et des séminaires de vulgarisation - Publication d'articles scientifiques dans des revues à comité de lecture, notamment *Nature Physics*
Certifications
- Neo4j certified professionalNeo4j GraphAcademy2019