Anne-Laure M.

https://www.linkedin.com/showcase/centrale-mediterranee-digitallab/

- Teaching of data visualization, Python, Computer Science.

- Follow-up of students.

- Coaching of company projects (Adaptation of the specifications according to the diploma's skills referential).

- Scientific and technical support.

- Project manager .

- Evaluation of the students' skills development.

- Artificial Intelligence & Data Scientist Consultant - ARI : Eyes Tracking for non-verbal communication - polyhandicap

- Computer training instructor (AI) - Simplon.co (École IA Microsoft By Simplon - Développeur-se en intelligence artificielle),

Centrale Marseille - LaPlateforme_ (CentraleDigitalLab@LaPlateforme_, digital transformation, specialized in AI)

Study of a task of automatic multiword expressions identification that consists in finding such irregularities in text, determining which words are part of a multiword expression (polylexical expression), and how they are related to each other.

● MWE tagging of syntactic trees : Development of a software that represents corpora of annotated sentences in the form of syntactic trees, then that automatically generates rules describing the polylexical expressions (C / C++ / Jison).

● Development of a software prototype for MWE identification that use deep learning methods for better generalization and compositionality modelling. The classifier can identify if a word in a sentence belongs to a polylexical expression, after learning to recognize polylexical expressions in the corpora on which the syntactic rules have been applied. (Python - Keras with Tensorflow: Long Short Term Memory networks).

● Benchmark, time profiling and grid search on GPU/CPU cluster.