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dreamlumos/README.md

Graduating in 2023 with a MSc in Computer Science specialised in Artificial Intelligence from Sorbonne University.

Areas of expertise:

  • Machine Learning - supervised, unsupervised, (deep) reinforcement learning
  • Multi-Agent Systems - planning, consensus dynamics, distributed constraint optimisation, BDI
  • Decision Support - multiple-criteria and collective decision-making, choice under uncertainty, computational social choice
  • Operations Research - linear programming, path-finding algorithms, genetic algorithms, branch and bound, scheduling
  • Human-Computer Interaction - user-centered design, user modeling, tracing, adaptive systems, game design, VR
  • Robotics - subsomption architectures, evolutionary algorithms, swarm robotics

Interested in applying my knowledge:

  • for education and science communication, in particular for K-12 audiences,
  • for citizen-science initiatives,
  • to tackle the climate and biodiversity crises,
  • to raise awareness about mental health issues, and
  • to fight against discrimination of all forms.

Pinned

  1. MAGAM MAGAM Public

    Python implementation of the Multi-Aspect Generic Adaptional Model. This tool can be used by educators to adapt and personalise learning activities for each student.

    Python

  2. FoSyMa-Dedale FoSyMa-Dedale Public

    Multi-agent treasure hunt based on Hunt the Wumpus. Communication protocols, formation of coalitions for equitable sharing, deadlock management.

    Java

  3. Adversarial-Cooperative-Path-finding Adversarial-Cooperative-Path-finding Public

    Python

  4. MinaYuni/wordle-solver MinaYuni/wordle-solver Public

    Solvers for a variant of Wordle (constraint programming and genetic algorithms)

    Python

  5. Play-Store-Data-Analysis Play-Store-Data-Analysis Public

    [May 2021] App categorisation using supervised learning and sentiment analysis using unsupervised learning. Algorithms implented from scratch.

    Jupyter Notebook

  6. Kalessia/FlightPlanningMultigraphs Kalessia/FlightPlanningMultigraphs Public

    Multigraph algorithms to find the shortest, fastest, earliest and latest flight combinations in order to arrive at a specified destination within a given time interval (variants of BFS and Dijkstra…

    Python