プロフィール詳細

プロジェクトを作成

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Dr. Lucie B.に依頼

Germany

Freelance, PhD · Consulting in Data Science, Statistics and R&D project management

プロフィール概要

Website : https://lucie-bernard.com/ R&D PROJECTS MANAGEMENT : · Identification of needs, definition of objectives, evaluation and negotiations of resources (human, technical, financial, deadlines…). · Control and finalization of projects, presentation and communication of the results, writing technical and scientific reports to valorise the available research. SOLUTIONS FOR INNOVATION - DATA SCIENCE · Co-development of innovative approach solutions for: – evaluating the performance of complex systems, creating strategic and operational decision support tools, – dealing with uncertainties in the industrial studies through the deployment of advanced and robust statistical methods & adapted machine learning models, – optimizing costs in numerical simulation and improving IT tools. · Consulting in data science, data analysis. COMMUNICATION STRATEGIES : · Communication design and writing content (Web, flyers, posters, marketing supports, slides…). EXPERTISES : · Descriptive / predictive analysis - Uncertainty quantification - Rare events - Extreme values · MCMC methods · Gaussian processes & machine learning models · Bayesian estimation procedures I use R Tidyverse, Shiny, Markdown … and all the packages for uncertainty quantification and predictive risk analysis. LaTeX / Pack office / HTML WordPress / Canva / Adobe Photoshop BACKGROUND : I have a PhD in Mathematics, Sorbonne University, Paris, France. I developed new statistical methods based on machine learning models, in order to predict various indicators of the profitability of an industrial production. I have 3+ years of experience in competitive international companies, e.g. STMicroelectronics and EDF.

専門分野

• ★ Data Science
• ★ Statistics
• ☆ Software Engineering
• ☆ Safety & Reliability Engineering
• ☆ Industrial Engineering
• ☆ Data Analysis
• ☆ Predictive Modeling & Analytics
• ☆ Machine Learning
• ☆ Mathematical Statistics
• ☆ Mathematics
• ☆ Applied Mathematics
• ☆ Mathematical Models
• ☆ Industrial Management
• ☆ Risk Assessment & Actuarial Science
• ☆ Educational Statistics
• ☆ LaTex
• ☆ Research
• ☆ Technical & Scientific Writing
• ☆ Statistical Finance
• ☆ Mathematical Finance
• ☆ Project Management
• ☆ Risk Management

サービス

• Writing
• Research
• Data & AI

Writing Technical Writing

Research Systematic Literature Review, Secondary Data Collection

Data & AI Statistical Analysis, Algorithm Design-Non ML, Data Visualization

職務経験

Research engineer in applied mathematics

STMicroelectronics

10月 2015 - 7月 2019

Reseach engineer in applied mathematics

EDF R&D

4月 2014 - 9月 2014

学歴

PhD in mathematics

Sorbonne Universtiy, Paris, France

10月 2015 - 7月 2019

MSc in statistics & probability

Université de Rennes 1

9月 2013 - 9月 2014

MSc in statistics & econometrics

Université de Rennes 1

9月 2012 - 9月 2013

認定資格

• 認定資格の詳細は未入力です。