blog/projects.org

• Academic projects
  • Master's thesis: Topological Data Analysis of time-dependent networks
  • Community detection
• Personal projects
  • Ising model simulation
  • L-systems
  • Reaction-diffusion system
  • GardenOptim
  • Satrap
  • Orbit
  • Civilisation
  • WWII bombing visualization
  • ADS-B data visualization
• Challenges and competitions

— title: Projects —

Academic projects

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Master's thesis: Topological Data Analysis of time-dependent networks

Application of the recent advances in Topological Data Analysis (TDA) and Persistent Homology to periodicity detection in temporal networks. Master's thesis dissertation.

Community detection

Community detection algorithms and applications to a large social network obtained from Prestashop data. Slides (in French).

Personal projects

Ising model simulation

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Monte Carlo simulation of the Ising model using Metropolis-Hastings. Associated blog post. (Clojure)

L-systems

Generate and draw L-systems. (Haskell)

Reaction-diffusion system

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Reaction-Diffusion system simulation using the Gray-Scott model. (Dyalog APL)

GardenOptim

Optimization of a vegetable garden: optimal allocation of plant species on a non-rectangular garden subdivided in individual cells, with constraints from an affinity matrix between neighboring species. Uses mixed integer quadratic programming and Markov chain Monte Carlo.

Satrap

Simple ARP spoofer, allowing for interception and modification of all communications between two targets. It sends ARP packets to perform a man-in-the-middle attack. (C)

Orbit

N-body simulator. (Haskell)

Civilisation

SAT solver, using the Davis-Putnam-Logemann-Loveland (DPLL) algorithm. (Haskell)

WWII bombing visualization

Every allied bombing during WWII, mapped over the whole world. The data has been released by the U.S. Department of Defense here.

ADS-B data visualization

Visualization of plane trajectories over Northeastern France. The data was gathered using a Software Defined Radio to listen to aircrafts.

Challenges and competitions

• 2020 APL Problem Solving Competition

  • My submission on GitHub
  • Accompanying blog posts with explanations: Phase I and Phase II

• 2018 APL Problem Solving Competition

  • My submission on GitHub
  • Nominated as a Phase I winner

• Advent of code

  • 2020 (50 ★) (Racket, C, Dyalog APL)
  • 2019 (Racket, Common Lisp, Dyalog APL)
  • 2018 (Scheme, Dyalog APL)
  • 2017 (Haskell, Scheme)

• 2006 ICFP Programming Contest: "The Cult of the Bound Variable" (partial)

  • Implementation of a virtual machine in C for a simple 32-bit architecture with 14 instructions, with register, heap, array allocation and deallocation, and character-based input and output

• Synacor Challenge (partial)

  • Implementation of the virtual machine in C

• DocAssist: hackathon project made during OxfordHack 2017

  • Automate record and diagnosis tracking for medical practitioners
  • Automatically extract meaningful data from conversations with patients
  • Automatic speech recognition, entity extraction, recommendation system, and knowledge extraction

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{-} [[./images/communities.png

²

{-} [[./images/ising.gif

³

{-} [[./images/reactiondiffusion.png