Aloïs Thibert

Industrialisation de pipelines airflow

∗ Intégration de flux de données : Développement et maintenance de DAGs avec GCP Cloud Composer, incluant la supervision. ∗ Création d’API REST : Déploiement de routes FastAPI pour servir les données de nos entrepôts. ∗ Analyse et optimisation SQL (BigQuery) : Travail sur plusieurs projets pour améliorer les performances et développer de nouvelles fonctionnalités. ∗ OPS : Implémentation de l’Infrastructure as Code (IaC) avec Terraform pour des déploiements d’environnements reproductibles et évolutifs. ∗ Collaboration : Revue de code et livraison de tests avec d’autres développeurs.

- Recode an onprem sql/python GIS application to GCP - Deployment of the app on GCP (terraform, docker..)

∗ Statistical analysis : descriptive statistics and inferential statistics with hypothesis testing. Applied on data sampled from agrochemical products. ∗ Machine learning & deep learning : prediction of variables such as turnover with RNN and traditional ML algorithms. ∗ Data cleaning / engineering to prepare the data for the others and for my tasks. Also worked on IT projects such as GitHub Tools : Python3 - Scikit-learn, Pandas, Numpy, Keras, Matplotlib, Click, Statsmodels. Microsoft Excel, Microsoft PowerBI, R-Studio, SQL

∗ Pluriannual agrochemical data analysis : built a dataviz tool in DAX with Microsoft PowerBI which provides data summaries on agrochemical data. ∗ Machine learning & data cleaning : studied weather impact on agrochemical products with exploratory machine learning. Used APIs to collect data and predicted product’s efficacy. Then used feature importance algorithms. Tools : Python3 - Scikit-learn, Pandas, Numpy, Matplotlib. Microsoft Excel, Microsoft PowerBI, SQL.

- Code maintenance on a wordpress website. - Mockup integration.

∗ Chatbot with NodeJS and Heroku to advise customers about computers (ie : answer questions the bot asks you to get a computer which fit you the best). The bot was connected to Facebook’s Messenger API to interact with customers. ∗ Creation of 2 websites : The first one in pair with the chat-bot. A store to sell refurbished computers. The second one was a ’broker social network’ with an account system.