khaoula

khaoula

Junior Data Engineer / Data Scientist
Tunisia
Arabic, English, French

نبذة عني

Full-time computer science engineer with two years years of experience in data engineering and data science, passionate about understanding and extracting value from data.

الخبرة

Data Engineer/Data Scientist

Smart Conseil
Aug 2022 - حتى الآن · 3 سنوات 11 أشهر

Develop pypi packages to scrap data from social media platforms
(snapchat, gamespot, tumblr, reddit) using Python, Git and Selenium.
Create data pipelines to consume, clean, store and analyse raw data using
Docker, Airflow, Kafka, Postgres, MinIO and Deep Learning deployed
models with FastAPI.
Implement and deploy APIs and KPIs using Docker, Django and
FastAPI.
Propose MCDs and pipelines tot optimise and scale communication with
data base.
Develop many authentification and alerting solutions using Django and
Postgres.
Implement Unit tests and exception management systems

Junior Data Engineer

Smart Conseil, Tunis, Tunisia
حتى الآن

Wrote a scientific paper about Violence detection in videos using computer vision and deep learning for ICMLC 2023-Conference.
Developed pypi packages to scrap data from social media platforms (snapchat, gamespot, tumblr, reddit) using Python, Git and Selenium.
Created a data pipeline to consume, clean, store and analyse raw data using Docker, Airflow, Kafka, Postgres, MinIO and Deep Learning deployed models with FastAPI.
Implemented and deployed APIs and KPIs using Docker, Django and FastAPI.
Proposed MCDs and pipelines that optimised and scaled communication with data base.
Developed many authentification and alerting solutions using Django and Postgres.
Implemented Unit tests and exception management system.

Data Science End-of-study Intern (Computer Vision)

Smart Conseil
Feb 2022

Implemented a violent content detection system based on computer vision and deep learning using OpenCV, CNN, GRU.
Optimized the system using key frame extraction methods, batch inference and multi-processing.
Deployed the model using Docker and FastAPI.

Data Science Intern (Computer Vision)

Universymo
Feb 2022

Developed a smart RADAR based on Computer Vision and deep learning using OpenCV, MobileNetSSD, CNN, LSTM.

المهارات

سحب البيانات Python Java SQL Docker Django FastAPI PostgreSQL MongoDB MinIO Apache Kafka Apache Airflow Apache Spark ELK Selenium Beautiful Soup Requests ETL Scrum CRISP-DM SonarQube Git TensorFlow PyTorch Scikit Learn Keras Pandas OpenCV YOLO NLTK SpaCy Computer Vision Deep Learning CNN GRU MobileNetSSD LSTM Multi-processing Batch Inference Key Frame Extraction Voice Recognition Tkinter Data Mining Feature Engineering Machine Learning
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