Building an AI/NLP-Based LMS and TSS for Higher or Continuing Education

The platform automates and optimizes the learning process especially for students with special needs, provides personalized learning experiences, and offer data-driven insights to learners and instructors alike.

Contrary to other existing platforms, our aim is not to allow teachers to create courses quickly, but to provide an environment where new pedagogical approaches can be experimented or improved thanks to artificial intelligence.

We rely on open-source LLMs (and other top-notch NLP technology) for the following reasons:

  • We want to remain independent.
  • The platform can be hosted locally.
  • The data stay in our databases and can also be stored locally.

What the Platform Offers:

For professors and Instructors:

  • New methods for student evaluation
  • Automated feedback software
  • Tools for process-based syllabi
  • Evaluation designs that prevent “AI plagiarism” by students
  • Tools for process-oriented and performance-based assessment.

For students:
To begin with …

  • Free access to an online English course that mimics social interaction in the target language.

  • The opportunity to learn in a both multimodal and completely immersive environment with the support of the learning community and a tutor via an internal chat application as well as an AI assistant.

  • The opportunity to define their learning journey according to their personal needs and tastes
    For institutions:
    The learning platform can be used in all the types of teaching environments ( online, hybrid and in the classroom)
    It can be operated in an entirely private environment.
    Technical tools: LLMs: Mistral Llama2, Mixtral. NLP : NLTK, SPACY, other tools Pytorch, Tensorflow…
    Didactic approach: Vytgotskyan + task-based approach

It looks cool , what is the progress of its completion?

Hi!
To answer your question, we are still in the development phase. The platform is fully functional and we are adding content and NLP tools to it presently.
Thank you for your interest,
N. Jammet

Oh okay, Nadine.
Good luck with your work.

Interesting project/platform. there are few traditional MLS systems already based on randomized but yet statical “Content and Knowledge testing”. I would be curious on the progress, and would like to know more to take the product toward Trial/Pilot with dedicate Schools under Ministry of Ed.
My son was engaged in such a machine at low level development as a College project. I would like to see it open as well beyond the special needs.

Thank you very much for your interest in our platform. We are currently testing some of our AI tools to improve their performance and reliability. The platform is a holistic ecosystem where students can improve both their skills and metacognitive knowledge in an environment that mimics real-life interactions. There will be two versions of the platform, one for small schools (hosted locally, can be used offline) and one for bigger colleges and universities (online, can be hosted on the cloud).