Ala Bayoudh
@alabayoudh
Experienced Data Engineer specializing in cloud-based data solutions.
What I'm looking for
I am an experienced Data Engineer with a strong focus on cloud-based data solutions, CI/CD, and automation. My expertise lies in Google Cloud Platform (GCP), Terraform, DBT, and Airflow, where I have successfully managed enterprise-scale projects. I am passionate about optimizing data workflows and mentoring others in AI, visualization, and data engineering.
Currently, I work as a Data Architect/Engineer at SFEIR in Paris, where I lead the full lifecycle development of a Google Cloud Platform for a major supermarket chain. My role involves cloud storage, cloud run, data transformation using Composer (Airflow), and implementing infrastructure as code with Terraform. Additionally, I have experience supervising engineering students in data science projects and teaching a Natural Language Processing course at ESME University.
My previous roles include being a Data Scientist at AXA, where I led data migration projects and managed customer relations, and a Data Science Apprentice at Crédit Agricole CIB, where I worked on machine learning projects to predict credit rating downgrades. I hold a Master's degree in Data Sciences for Actuarial Sciences and have obtained several certifications, including Professional Data Engineer and Professional Machine Learning Engineer from GCP.
Experience
Work history, roles, and key accomplishments
Data Architect / Engineer
SFEIR
Nov 2022 - Present (2 years 7 months)
Conducted full lifecycle development from planning to deployment and maintenance of a Google Cloud Platform for a major supermarket chain in France. Implemented cloud storage, Cloud Run, Data Transformation with Composer (Airflow), and Terraform for infrastructure as code.
NLP Professional Speaker
ESME University
Oct 2020 - Present (4 years 8 months)
Supervised engineering students on Data Science projects, guiding them through various stages of development and implementation. Led a comprehensive Natural Language Processing course using Python, covering theoretical concepts and practical applications.
Data Scientist
AXA
Jul 2021 - Present (3 years 11 months)
Served as Data/Business Technical Lead on a renewal tool, overseeing data migration from Access to Python. Managed customer relations and production, and monitored sprints using JIRA to ensure timely project delivery.
Data Science Apprentice
Crédit Agricole CIB
Aug 2019 - Present (5 years 10 months)
Worked on a Machine Learning project to detect credit rating downgrades for large companies 6 to 15 months in advance. Automated and industrialized the model by optimizing Python code and migrating to a more comprehensive data source.
Education
Degrees, certifications, and relevant coursework
Esprit
Software Engineer, Data Science
Studied software engineering with a focus on data science. Gained foundational knowledge in programming and data management.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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