Abdellah Bousba, Data Scientist / Python Dev

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Description

Python Developer and Data Scientist graduated from 🎓 Sorbonne University. Passionate about NLP, image processing, and data analysis.

💻 I am available for missions in artificial intelligence 🤖, Data Science 📊, and Data Visualization 📈.

My experiences, both in companies and during my various projects, have allowed me to work well in a team and develop skills in:

👉🏻Data Science: Pandas, Numpy, Matplotlib, Scikit-learn, etc.

👉🏻Machine Learning: Computer Vision, NLP, Classification, Regression, etc.

👉🏻Data Visualization: Dataiku 📊

👉🏻Programming and deployment: Python, Docker, Flask/FastAPI, Linux System, Git, Java 💻

👉🏻Databases: MySQL/MongoDB

Feel free to contact me!

Languages

Arabic
Native or bilingual
French
Fluent
English
Fluent

Workplace preferences

Can work on-site

Paris (up to 50km)

Crédit Agricole CIB
Data Scientist Intern
BANKING AND INSURANCE
March 2022 - August 2022 (6 months)
Montrouge, France
Within the IDT and IA Factory teams, I carried out various missions in the field of NLP and computer vision on contractual documents:

👉🏻Data collection (web scraping) and cleaning.
👉🏻Data labeling, analysis, and enrichment.
👉🏻Use of object detection models on contractual documents for layout analysis and document segmentation by creating a new database. and document segmentation by creating a reusable API.
👉🏻Contribution to the design of the target architecture using multiple components: ElasticSearch, FastAPI, OCR Tesseract, etc.
👉🏻Document search using several methods such as fuzzy search, semantic similarity using language models. semantic similarity using language models.
👉🏻Text comparison highlighting textual differences.
👉🏻Creation of docker images to correctly run the models.
👉🏻Implementation of the web interface for the demo.

Python Pytorch Elasticsearch Docker FastAPI Deep Learning Computer Vision NLP BERT Streamlit HTML/CSS

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