Spotify Music Recommendation System - Machine Learning (Python)• Retrieved and analyzed Spotify song and user data to identify patterns in playlists. • Built a content-based recommendation system to suggest 10 songs for an existing user playlist.Customer Segmentation Air Miles - Marketing Database Analysis (SAS)• Cleaned and analyzed the Air Miles database for the hardware store partner.• Segmented the customer base into distinct groups based on criteria such as purchasing habits, frequency, and value.Development of Multiclass Prediction Models (Kaggle Competition) - Data Mining (Python and R)• Built and compared various prediction models using the Python scikit-learn library (Multinomial Regression, Decision Trees, Random Forests, Boosting, and Neural Networks).• Optimized hyperparameters of the best-performing model using GridSearch, Random Search, and Bayesian optimization.Statistical Analysis of Life Expectancy Data - Statistical Analysis and Inference (SAS and R)• Cleaned and prepared data for exploratory analyses and statistical tests (t-tests, ANOVA).• Utilized multinomial regressions to model the relationship between life expectancy and other relevant factors.KPIs and Dashboards – Dashboards and Data Governance (Power BI)• Developed key performance indicators (KPIs) aligned with the strategy of a fictitious hotel.• Designed two dashboards (desktop and mobile) with Power BI based on established KPIs.

• Supporting pharmacological services by stocking, assembling, and distributing medications.• Maintaining confidentiality of patient information through Assyt RX software.• Ensuring continuity of all health-related appointments through the ClicSanté governmental website.

• Analyzed data and adapted data pipeline for a model optimisation project in the aviation industry.• Elaborated an internal framework for large language model (LLM) evaluation.• RAG model evaluation for an internal Gen AI initiative.

• Prepared and planned all activities offered to exchange students during the university semester.• Built and maintained committee website and mobile application.• Directed and supervised all operations, member activities of the committee, and reported back to the University Board.

• Organized and participated in committee meetings and club activities, as needed.• Developed and maintained cordial relationships with all club members and the HEC exchange board by attending meetings and communicating through media platforms.• Directed and supervised overall operations and member activities of the committee.

• Content planning and creation on multiple social media channels• In charge of efficiently communicating with partners and students and managing the mail account of the company• Learn how to use different invoice and event software (Eventbrite, Paypal, Wix)

• Resolution of a digital marketing case for the company Lait de Poule Alaitement.• Analyzed the fashion industry and identified potential opportunities for the client.• Created a digital marketing campaign to be used on company media channels.

• Editing and composing of blog posts in both French and English for an influencer's website• Worked carefully to understand the story the influencer wished to deliver and produce a blog post that reflected both her vision and her voice

• Resolution of a digital marketing case for the company YOGA jeans.• Researched trends, analyze the fashion industry, identified potential opportunities for the client and created a digital marketing restructuring proposition.• Worked with other team members and created a powerful marketing presentation with Canva.

• Creation of a thermosensitive mugs company in collaboration with my peers.• Constructed a website and produced advertising campaigns on social networks to enhance customer engagement and increase brand awareness.• Created digital content, maintained social media accounts, and reported sales and activities via Excel.