プロフィール詳細

プロジェクトを作成

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Vincent B.に依頼

Canada

Analytical Decision Specialist >>> Simulation, Statistical Analysis, Data Science, Machine Learning, Optimization <<<

プロフィール概要

Bachelor's Degree in Chemical Engineering and Master's Degree in Applied Mathematics. Working since 2004 as a decision-making consultant in the areas of modelling, simulation and optimization of industrial operations. Delivering solutions and services to resolve bottlenecks and increase performance and assets utilization. Skills based on statistics and data science, exploratory et predictive analytics, machine learning, Monte-Carlo and discrete event simulation, mathematical and Lean Six Sigma. Familiar with materials handling, operations and traffic, reliability and maintenance, logistics and scheduling, and supply chains. Experience in surface and underground mining, port operations, smelting facilities, manufacturing of food and beverages, baggage handling and airport operations, industrial greenhouses, pharmaceutical and pulp and paper industries. Known platforms and environments: Flexsim, Anylogic, JMP, R, Java, C#, Javascript, PHP, VBA, SQL.

専門分野

• ★ Data Science
• ★ Mathematical Optimization
• ☆ Software Engineering
• ☆ Lean Manufacturing
• ☆ Data Analysis
• ☆ Computer Simulation/Computational Modeling
• ☆ Machine Learning
• ☆ Data Mining
• ☆ Statistics
• ☆ Applied Statistics
• ☆ Business Intelligence
• ☆ Six Sigma
• ☆ Management Consulting

サービス

• Writing
• Research
• Consulting
• Data & AI

Writing Technical Writing

Research Feasibility Study

Consulting Scientific and Technical Consulting

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

職務経験

Associate, Analytical Decision Specialist

Différence GCS Inc.

3月 2019 - 現在

Analytical Decision Specialist

Hatch Ltd

5月 2018 - 3月 2019

Senior Modeller

Stream Systems Ltd

6月 2017 - 5月 2018

Simulation and Operational Efficiency Advisor

SNC-Lavalin Inc.

10月 2008 - 5月 2017

学歴

Short Graduated Studies - Data Science and Business Intelligence

HEC Montréal

9月 2017 - 4月 2019

Masters of Applied Mathematics - Process Oprimization (Industrial Engineering and Applied Mathematics)

École Polytechnique de Montréal

5月 2004 - 12月 2004

Bacherlor - Chemical Engineering (Chemical Engineering)

École Polytechnique de Montréal

8月 2000 - 5月 2004

認定資格

• 認定資格の詳細は未入力です。

出版物

CONFERENCE PAPER

(2019). Robust Data-Driven Optimization Using Machine Learning and Monte-Carlo Simulation . 2019 Winter Simulation Conference (WSC).

(2016). Simulation-Aided Production and Operations Scheduling for Food and Beverage Plants . IEOM 2016 Detroit Conference.

(2013). Simulation of mixed discrete and continuous systems: An iron ore terminal example . 2013 Winter Simulations Conference (WSC).

Materials Handling and Traffic Simulation in an Underground Mine . MEMO2015 - Maintenance, Engineering and Reliability / Mine Operators Conference.

JOURNAL ARTICLE

(2008). Nonsmooth optimization through Mesh Adaptive Direct Search and Variable Neighborhood Search . Journal of Global Optimization.

(2008). Spent potliner treatment process optimization using a MADS algorithm . Optimization and Engineering.

NEWSLETTER ARTICLE

(2007). What happened? The change point analysis will tell you . ASQ Montreal Section 0401.

Supercharged Scheduling . ASQ.