I'm Hind Bousta, a data engineer with 4 years of experience building cloud data solutions. I design scalable data pipelines, data lakes, and governance frameworks using Python, SQL, Snowflake, AWS, and Azure. I enjoy collaborating with cross-functional teams across France, Spain, and the UK to turn complex data into reliable insights. I have hands-on experience migrating databases to Snowflake, deploying ML models with SageMaker, and setting up CI/CD for data and ML workloads. I'm passionate about clean data architecture, automation, and continuously learning new tools to solve business problems with data.

Hind Bousta

I'm Hind Bousta, a data engineer with 4 years of experience building cloud data solutions. I design scalable data pipelines, data lakes, and governance frameworks using Python, SQL, Snowflake, AWS, and Azure. I enjoy collaborating with cross-functional teams across France, Spain, and the UK to turn complex data into reliable insights. I have hands-on experience migrating databases to Snowflake, deploying ML models with SageMaker, and setting up CI/CD for data and ML workloads. I'm passionate about clean data architecture, automation, and continuously learning new tools to solve business problems with data.

Available to hire

I’m Hind Bousta, a data engineer with 4 years of experience building cloud data solutions. I design scalable data pipelines, data lakes, and governance frameworks using Python, SQL, Snowflake, AWS, and Azure. I enjoy collaborating with cross-functional teams across France, Spain, and the UK to turn complex data into reliable insights.

I have hands-on experience migrating databases to Snowflake, deploying ML models with SageMaker, and setting up CI/CD for data and ML workloads. I’m passionate about clean data architecture, automation, and continuously learning new tools to solve business problems with data.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
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Language

English
Fluent
French
Fluent
Spanish; Castilian
Fluent
Arabic
Fluent

Work Experience

Data Engineer at Verisure
November 30, 2022 - November 30, 2022
Led multi-region data sharing projects using Snowflake across France and the UK, coordinating a small team of engineers; gained hands-on experience with Azure and AWS ecosystems; worked at the intersection of data engineering, platform architecture, and ML Ops.
Data Engineer at Crédit Agricole
December 1, 2022 - November 25, 2025
Developed and optimized a banking product recommendation system using machine learning; performed customer profiling and segmentation using clustering; built scalable data processing pipelines with PySpark and Azure Databricks; contributed to ML model deployment and MLOps; collaborated across France and Spain.
Data Engineer at Verisure France & Spain
December 1, 2022 - Present
Engineered CI/CD pipelines for data and ML deployments using Git and Jenkins, enhancing automation and release reliability. Designed and optimized cloud data infrastructure collaborating with teams across France, Spain, and the UK. Built scalable data ingestion pipelines from Kafka to S3 and Snowflake leveraging Docker and Kubernetes. Developed ETL pipelines with Azure Data Factory, integrating data modeling, data lake architecture, and governance into Azure Synapse Analytics. Led Sybase IQ to Snowflake migration for the Spanish team using Matillion and AWS services. Partnered with MLOps teams on AWS SageMaker projects to support ML model deployment. Managed a multi-region Snowflake data sharing project, coordinating stakeholders and leading a small engineering team. Spearheaded data modeling, data lake design, and governance frameworks to improve data quality and compliance.
Data Engineer at BMW France
June 1, 2021 - November 1, 2022
Cleaned and transformed data with SQL and Python to support risk analysis and fraud monitoring.
Data Scientist Intern at Crédit Agricole d’Ile de France
June 1, 2020 - December 1, 2020
Developed ML banking product recommendation system and customer clustering using PySpark in Databricks
Data Scientist Intern at Whyse Start-up
September 1, 2019 - December 1, 2019
Developed supervised NLP model to classify user skills based on feedback data.
Data Scientist Intern at DataGenius Start-up
January 1, 2020 - March 1, 2020
Researched deep learning techniques on image datasets.

Education

Master’s Degree in Data Engineering at Ecole des Mines de Saint-Etienne
September 1, 2018 - December 31, 2020
Master’s Degree in Data Engineering at Ecole des Mines de Saint-Etienne
January 11, 2030 - January 1, 2021
Master’s Degree in Applied Mathematics at Ecole des Mines de Saint-Etienne
January 11, 2030 - January 1, 2021

Qualifications

AWS Certified Solutions Architect – Associate
March 1, 2021 - November 25, 2025
Google Cloud Platform Big Data and Machine Learning Fundamentals
June 1, 2021 - November 25, 2025
Spark Scala Data Processing - M2I Formation, Paris
June 1, 2021 - November 25, 2025
Spark Scala Data processing – M2I Formation
October 1, 2022 - January 14, 2026
AWS Certified Solutions Architect - Associate
June 1, 2021 - January 14, 2026

Industry Experience

Software & Internet, Financial Services, Professional Services, Other