Guy Tayou

Développement des évolutions et des correctifs du site E-Commerce de Manutan International. Environnement technique • Backend: Java, JSP, SQL • Frontend: Javascript, HTML5, CSS3 • Base de données: Oracle • Méthodologie: Agile Scrum

As a member of the Product Team, my role consisted in developing and maintaining the Pricing Solution. Technical environment • Backend: Java, Spring, Spring Boot • Frontent: Typescript, React • Containers: Docker, Kubernetes • CI/CD: CircleCI • Cloud: Azure • Database: SQL Server, PostgreSQL • Methodology: TDD, BDD, Agile

FootballTrader.fr is a platform allowing its users to buy and sell shares associated to football players in real time. Shares values are based on both players performances and the market. Backend: Django REST framework, Scrapy, MySQL. Frontend: React.js.

Data analysis, development and implementation of machine learning algorithms for some systems and users involved in Air Traffic Flow and Capacity Management. Projects: - Study about the predictability of the outcome of the manual processing of the flight plan messages which are received by the IFPS. Analysis of two years of operational data. Design and development of dashboards implementing visualisations and algorithms allowing its users to manage the workload of the IFPS more efficiently. - Study of the predictability of the rates of climb and descent of A320 aircrafts by using flight plan, flight and environmental data. Machine Learning: Classification and regression (decision trees, random forest, gradient boosting...) Python: Pandas, Scikit-Learn, Scipy, Jupyter, Flask, Plotly, Dash... Big Data: Apache Spark, Impala, Hive, Zeppelin, Hadoop.