Hi, I'm |

Hey! I'm Dounya, a recent graduate from the University of Lyon 2, who's incredibly excited in building her own path in Data. While obtaining my SISE master degree (Statistics and Computer science applied to Data Science), I worked on a number of projects that allowed me to shape my skills around data analysis.
Outside of career and academics, I enjoy playing basketball, as I am also a professionnal basketball player. I also enjoy watching movies/series (never binge-watching, I swear), spending time with families and friends and I'm a huge fan of R&B and Caribbean music.
Projects
Data Analytics

Nike 2024 Global Sales
In this project, the goal was to analyze and visualize Nike 2024 global sales. The analysis covers key metrics such as revenue or sales.

Rudy Gobert defensive statistics
Based on NBA player Rudy Gobert's statistics, I was able to visualize if he's doing a good season so far, compared to his best seasons.

French job offers
The goal was to build a database (through web scraping and APIs) to analyse and visualize the reality of french job offers in construction.

SMILES database
During my internship in a cancer research center, i made a database of SMILES formula corresponding with its drug names.
Data Science

SMILES in medical reports
I compared the effectiveness of a language model before and after the addition of SMILES formulas in medical reports.

JupyCoder
A multimodal AI application for automatic code and markdown generation for Jupyter notebooks.

Sarde Immo
An application to better understand the market and estimate the sale price of new real estate.

ScikitNB
ScikitNB is an R package inspired by Python scikit-learn's machine learning algorithms.

Security challenge
Our goals was to analyse security data and create a model that could predict malicious intrusions.