About Vincent
Hello!
Passionate about coding since the age of 12, I began by building my own browser-based RPG website (30+ users/day, financed by allopass). I utilized various open-source modules as a foundation and then developed my game and payment system on top of them.
Over the years, my passion for programming and science has led me into the fascinating realm of data. With over 6 years of experience as a Data Engineering specialist, I've collaborated with numerous major clients to create innovative solutions.
My expertise centers around:
🌐 Data Workflow Automation: I establish data pipelines to automate the seamless and efficient collection, processing, and distribution of information.
🚀 Data Migration: I oversee the transfer of data from legacy systems to new platforms, ensuring meticulous transformation and impeccable cleanliness.
🔌 Multiple Data Source Integration: I compile and normalize data from various sources, often in diverse formats, to unify them into a single, homogeneous source.
💾 Big Data Management: I construct robust infrastructures to handle and store vast volumes of data, utilizing technologies such as Spark.
🧹 Data Cleansing and Quality: I identify and rectify anomalies in data, ensuring its reliability and eliminating unwanted duplicates.
🔄 Real-Time Data Streaming: I configure systems to process data in real-time as it's generated, leveraging Change Data Capture and Apache Kafka.
🔍 I optimize data storage processes, queries, and resolve performance issues to ensure maximum efficiency.
🛠️ Cloud Expertise:
AWS (Architect Associate and Big Data certifications)
GCP (Google Cloud Platform)
📝 Programming Languages:
Python
Apache Spark
Java
💡 Problem Solving: Proficiency in solving complex problems in the field of data management and engineering.
My goal is to ensure that your data is managed optimally to enable informed decision-making and drive the success of your projects.
French
Native or bilingual
English
Fluent
Remote only
Primarily works remotely
Experience
- AIRBUSFreelance for Airbus - PrometheusMarch 2022 - February 2023 (11 months)Data pipeline using glue and step function in order to compute KPI criticality for part replacement and interchangeability. Data is used to feed a Qlik dashboard and a web app using Neptune and dynamodb database. The main challenges was to keep a clean codebase given it size, having a scalable and flexible process and we technicals challenges regarding the node oriented data.
- AIRBUSFreelance for Airbus - PAIRFebruary 2023 - Today (3 years and 4 months)PAIR is a complex ML project used to evaluate the similarity between two part in order to predict if they can be considered as an evolution between two design solutions. I was in charge of refactoring the logic behind the inference and the training to solve the scalability issue
- FreelanceFreelance Data engineer on AWSMay 2021 - Today (5 years and 1 month)
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Education
- Thèse, Études pluridisciplinaires / interdisciplinairesUniversité Paul Sabatier Toulouse III2017Thèse, Études pluridisciplinaires / interdisciplinaires
- Master's degree, Matériaux polymères et matériaux innovantsUniversité Claude Bernard Lyon 12014Master's degree, Matériaux polymères et matériaux innovants
Certifications
- AWS Certified Solution Architecte - AssociateAWS2019
- AWS Certified Data Analytics – SpecialtyAWS2020