Félicien Cantalloube

Data Science Consultant

Salaire / Taux journalier

Paris, France

Freelance

Peut venir sur site

Expertises

Data EngineeringGoogle Cloud PlatformMachine LearningData ScienceData MiningBig DataStratégie & ConsultingLLMs / Large language modelsKerasPythonPostgreSQLAWS LambdaGitNumPypandasscikit-learnMySQLTerraformGoogle BigQueryData AnalysisIAAWSAchats

Langues

AllemandAnglais

À propos

Introduction

Data Scientist en startup puis dans le conseil depuis plus de 5 ans, je suis en mesure de vous aider pour vos projets de data science sur l'ensemble de leur développement, de la création d'un POC à son industrialisation.

Liens

Expérience de travail

Machine Learning Engineer

Prose

déc. 2024 - Présent

1 an 11 mois

Paris, France

Senior Consultant Data Scientist

Ekimetrics

juin 2023 - nov. 2023

6 mois

Paris, France

Missions de modélisation multiples. Mise en œuvre de pipelines d'ingestion de données sur Azure Databricks intégrant des contrôles de qualité automatisés. Partage des meilleures pratiques de codage et création de documentation automatisée pour les API.

Data Science Consultant

Wavestone

avr. 2020 - mars 2023

3 ans

Paris, France

Autonomous Flight Engineer

Volocopter GmbH

avr. 2019 - oct. 2019

7 mois

76 Bruchsal, Allemagne

Study of the maneuver library generation methods for maneuver based motion planning of an E-VTOL in an urban environment: ► Study of methods to generate libraries of maneuvers for motion planning (Clustering of multivariate time series) ► Implementation of the online planning method used with the maneuvers (maneuver automaton, RRT*, reinforcement learning, inverse kinematics) ► Generation of realistic urban environments based on open source data. ► Offline roadmap planning methods based on maximum clearance graphs (generalized Voronoi graphs, potential path planning)

Business Development

Zodiac Aerospace

févr. 2018 - juil. 2018

6 mois

Lamphun, Ban Na San District, Surat Thani 84120, Thaïlande

► Work within the planning, supply and procurement teams to implement a new optimized planning process ► Development of numerous tools, KPIs and automated reports ► Data extractions from the ERP LN using cyberquery

Reliability engineering

Barfield Inc

juil. 2017 - janv. 2018

7 mois

Région de Miami/Fort Lauderdale, États-Unis

► Development of reliability analysis tools. Automated data gathering from several ERPs in order to understand failure modes, identify problematic part numbers and monitor failure frequencies. ► Internal reporting: KPI development ► Reporting to airlines: Generation of automated monthly reports ► Technical supervision of subcontracted repairs: Revision of the quotes sent by the subcontractors, technical analysis of the proposed repairs, relation with the subcontracting team


Formation

ISAE-SUPAERO

Master of Science - MS, Aerospace Engineering

2015 - 2020

5 ans

Core Curriculum in Science and Engineering: Applied Mathematics, Physics, Computer Science, System Engineering, Signal Processing, Control Theory, Thermodynamics, Aerodynamics, Fluid Mechanics, Electrical Engineering, Electronics Relevant Business and Economics modules: Economics, Strategic Management, Accounting, Project & Lean management, Industrial Marketing, Supply Chain Third-year specialization: Major: Data & Decision Science (Probability, Statistics, Optimisation, Data Mining, Machine Learning, Big Data tools, Economics and Law for the Information Economy) Minor: Conception and Operation of Aircraft applied to Helicopters and Propulsion systems (Development Strategy, Helicopter Performance, Safety, Drive Systems, Propulsion) Second-year elective courses: Optimization, Cryptography, Human-Computer Interactions First-year elective courses: Automotive Aerodynamics, Aeroacoustics, Graph Theory

Lycée Sainte-Geneviève

Mathematics, Physics and Computer Science

2013 - 2016

3 ans

Two-year undergraduate intensive course in mathematics, physics, and computer science to prepare national competitive examination for admission to the French "Grandes Ecoles"

Lycée Pierre De Fermat

Baccalauréat S

2011 - 2014

3 ans

Résultat : mention très bien


Licences et certifications

Professional Machine Learning Engineer

Délivré le : mai 2022

Certifié par Google

AWS Certified Solutions Architect – Associate

Délivré le : janv. 2021

Certifié par Amazon Web Services (AWS)

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