Houcine Ben Guedria
@houcinebenguedria
Data Engineer at Fathom Data who processed 3M+ records and deployed a YOLO model that cut inspection to 2 hours.
TunisiaWhat I'm looking for
At Fathom Data, I built and maintained production data pipelines for international clients, including a Spark and PySpark pipeline on Databricks that processed 3M+ records.
I also took computer vision work from labelled image datasets through PyTorch training and production deployment. A YOLO model I trained on 1,800 labelled images reduced inspection time from several days to 2 hours.
At Govwise, I designed automated pipelines for collecting and integrating data from varied sources, then developed Python processing and scoring and matching algorithms. I hold AWS Certified Solutions Architect – Associate, AWS Certified AI Practitioner, and AWS Certified Cloud Practitioner certifications.
Experience
Work history, roles, and key accomplishments
Data Engineer / Machine Learning Engineer
Fathom Data
Aug 2023 - Apr 2026 (2 years 8 months)
Built and maintained production data pipelines in Python and SQL, ingesting from heterogeneous sources into structured layers. Optimized a Spark/PySpark pipeline on Databricks processing 3M+ records and deployed computer vision models to production.
Data Engineer / Data Scientist
Govwise
Mar 2022 - Mar 2023 (1 year)
Designed automated pipelines for collection, ingestion, and integration of data from heterogeneous sources. Developed Python processing to clean and prepare data, and scoring and matching algorithms for data enrichment.
Computer Vision Engineer (Intern)
MCM Systems
Feb 2022 - Aug 2022 (6 months)
Trained and evaluated a YOLO object detection model with PyTorch on 1,800 labelled images for plant and seed growth monitoring, reducing inspection time from several days to 2 hours.
Education
Degrees, certifications, and relevant coursework
dbt Labs
dbt Fundamentals, Data Engineering
Completed dbt Fundamentals training in June 2026.
INSAT
National Engineering Degree, Computer Science
2017 - 2022
National Engineering Degree in Computer Science from INSAT, completed in 2022.
Availability
Location
TunisiaAuthorized to work in
Salary expectations
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