Freelancer profile translated to English.
Back to original languageAbout Houcine
Need to accelerate your Data projects without overburdening your internal teams?
Data Engineer with over 3 years of experience, I support companies in designing and industrializing modern data platforms on AWS, Azure, and Databricks.
I work across the entire value chain: ingestion, transformation, orchestration, modeling, and data provisioning. My expertise covers PySpark, Python, SQL, Databricks, AWS, Azure, as well as DevOps and CI/CD best practices.
I have participated in international projects in the finance, energy, and services sectors, with a focus on performance, reliability, and scalability.
Available for remote missions in B2B mode
French
Native or bilingual
English
Native or bilingual
Remote only
Primarily works remotely
Experience
- Fathom DataData Engineer / Data ScientistAugust 2023 - May 2026 (2 years and 9 months)▸ Design and maintenance of robust ETL/ELT pipelines on AWS, ensuring reliable data deliveryfor analytical and ML workflows across multiple client projects.▸ Development of a large-scale journey analysis pipeline with PySpark on Databricks, processingover 3M rows to calculate unique costs per product step and provide operational insights.▸ Development of data backend services (Python, FastAPI, Flask, PostgreSQL) with Marshmallow forschema validation and Alembic for database migrations, enabling real-time data access.▸ Design of reusable Terraform infrastructure templates for consistent and reproducible deploymentacross client projects, significantly reducing setup times.▸ Implementation of CI/CD pipelines (GitHub Actions, Docker) to improve deployment speed andreduce manual errors.▸ Automation of system configuration on client Linux machines via Ansible, including log managementand monitoring.▸ Delivery of a containerized computer vision pipeline (YOLO, 1,800 labeled images, Azure) beforetransitioning to data engineering.
- GovwiseData ScientistMarch 2022 - March 2023 (1 year)▸ Development of matching algorithms in Python to align users with relevant content,improving engagement and retention.▸ Building automated web scraping pipelines (Selenium, Playwright) to collect and structure largedatasets for analysis.
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Education
- Computer Engineering and AutomationNational Institute of Applied Science and Technology (INSAT)2022
Certifications
- AWS Certified Solutions Architect – AssociateAmazon Web Services Training and Certification
- AWS Certified AI PractitionerAmazon Web Services Training and Certification