About Me
Hello! My name is Saber Hemaidia from France and
I enjoy developing and deploying database solutions into production.
With my 5 years experience from the energy to automotive industry, I specialize
in managing large datasets to develop
seamless data-driven applications.
My recent projects focus on delivering user-friendly APIs and web applications using Flask, Django, or FastAPI,
designed to empower end-users to access, understand, and effectively leverage data. These solutions are deployed
on data lakes, data warehouses, or cloud platforms such as AWS and Azure.
Technical Skills
- Python
- Pyspark
- MySQL
- Django
- FastAPI
- Tensorflow
- Docker
- AWS/Azure
- CI/CD
- Gitlab
- Airflow
- Jenkins
Portfolio
Most recent work
Enedis Open Data
Extracted transformed and updated electrical
consumption data of french residents using
Python, Gitlab, Hadoop..., from Enedis Hadoop datalake
to our PosgreSQL server
Analyzing consumption-saving efforts across sectors like
residential, industrial and commercial, as well at the regional level using
PowerBI and machine learning models.
Face 2 Avatar
Developped and deployed on AWS cloud a Facial feature classification API with Flask to create avatar with users' profile pictures using
U-Net segmentation and CNN image classification
with Tensorflow, Python and OpenCV.
Autonomous Driving algorithms
Collecting data from the differrent sensors of the car to code Autonomous Driving Car's features.
Stereo Camera calibration
Collecting images from different angles to estimate object length