In this page you will find all the projects I have been working on, alone or with a team. They involve Maths, Computer Science, but also Physics, Economics, etc. Some of them are just side-projects.

Last updated on Nov 29, 2021

Current

  • starting Dec. 2021: a trimester-long project in embedded systems and cyber-physical systems.
  • since Feb. 2021: (side-project) I am currently writing a document on Integration and Probabilities (~kind of lectures notes). I decided to write it because I had the impression that the Differential, Integral and Stochastic Calculus course I attented in Fall 2020 did not go deep enough. I work on it from time to time, and eventually I would like it to have a large amount of examples and exercises. GitHub repo

2021

  • October-November 2021: a collaboration between MINES ParisTech and the CNSMDP (the Paris Conservatory). Our objective: using VR, help the conservatory enhance their ambisonic sound system (prevent the auditory-visual conflict caused by the sound system). In particular, I was in charge of the user studies (data science evaluating the performance of our product). Poster | Report
  • September-November 2021: a series of numerical projects in a Deep Learning course at MINES ParisTech. GitHub repo
  • June 2021: worked on a numerical project in Data Science (Jupyter Notebook and Python): trained classifier models to identify predominant tree species in 30x30m zones. Got an F-Score of 0.922 (top 10% of the students). GitHub repo
  • June 2021: month-long project on nickel-based alloys used for turbine blades. Studied the fabrication process and the microstructure. Report (poster)
  • June 2021: studied - through a practical work - the influence of a thermomecanical process on a stainless austenitic steel. Report
  • May-June 2021: worked on a rogue-based game, relying on python, flask, html, css and js. GitHub repo
  • May 2021: wrote an Economics paper on the digital euro. Report
  • Spring 2021: semester-long research project with a Ph.D. student in Physical Internet. Our objective: apply in Paris the logistical innovations Physical Internet provides, in order to minimize pollution and traffic jams. What we did: retrieved open-data files of all the locations in Paris (and its region) that need logistical supplies (stores, hotels, restaurants, etc.). Then, we found the best warehouses locations (K-Means, roughly). GitHub repo
  • April 2021: worked on a numerical project for the Optimization course. Optimized the water distribution in a complex network. GitHub repo
  • April 2021: worked on a numerical project for the Signal Processing course. Studied 3 different implementations of a derivative filter (finite differences, state observer and the Savitzki-Golay filter). GitHub repo
  • February 2021: worked on a numerical project in Stochastic Calculus: estimated the length (expectancy, sd, etc.) of a submarine cable having only little information about the real depth of the sea. GitHub repo
  • January 2021: worked on a project about the numerical solving of the Lotka-Volterra differential equations. In particular, compared the result given by the standard Euler method and the backward Euler method. GitHub repo

2020

  • December 2020: Anthropology project based on Nastassja Martin’s book Les âmes sauvages: Face à l’Occident, la résistance d’un peuple d’Alaska (2016). Presentation given on 1/11/2021
  • November 2020: took part in a collaboration between France’s largest hospital Hôpital de la Pitié-Salpêtrière and MINES ParisTech. Helped two infectiologists adapt to chronic diseases the French telehealth service for COVID-19 Covidom. Led a team of four students whose objective was to simulate the COVID-19 pandemic evolution in France, considering the government’s vaccination strategy. Full report | Presentation given on 1/26/2021 | GitHub repo of the pandemic simulation
  • October 2020: worked on a numerical project in Calculus, about level curves. GitHub repo
  • Fall 2020: semester-long project on urban mines and recycling. We tried to answer the following question: could France only rely on copper extracted from urban mines (recycling), and become autonomous in copper? Using numerical simulations, we concluded that it is not possible (even with a reasoned use of copper in the next 30 years). Report (poster) | GitHub repo of the simulation
  • Spring 2020: research project on bubble curtains. We tried to prove that they would be efficient to protect the submarine wildlife against loud noise. Aborted project due to the COVID-19 pandemic. Bibliographic report

2019

  • Spring 2019: research paper in Pure Maths on fractals and space-filling curves. We studied the Mandelbrot set and its sister the Julia set, the Koch snowflake, the Hausdorff dimension theory, and a space-filling curve. Paper

Older

  • 2015-2018: (side-project) a Java plugin for Minecraft. Transforms the original game in a trading card game (such as Magic). The game system works, what is left is to add all the cards! GitHub repo