-
Oct. 2020 - Now
Ph.D.
in
LORIA, Orpailleur team,
Université de Lorraine,
Nancy,
France.
Details
study of proportional analogy and its applications in machine learning and in particular deep learning
-
Feb. 2020 - Jul. 2020
End of master research internship
in
LORIA, Orpailleur team,
Université de Lorraine,
Nancy,
France.
Details
concept lattice generation from formal context using deep learning
- design an autoencoder architecture for concept lattices
- extend the architecture to take into account the formal context
-
June 2019 - Aug. 2019
Master 1 optional research internship
in
LORIA, Semagramme team,
Université de Lorraine,
Nancy,
France.
Details
preliminary work for the transcription of the DinG (Dialogues in Games) corpus
- design and application of an evaluation process for transcription tools
- design of a transcription guide
- recording of audio data
- initiation to Formal Semantics
-
Apr. 2018 - Jul. 2018
End of bachelor research internship
in
LORIA, Synalp team,
Université de Lorraine,
Nancy,
France.
Details
development of a deep neural network architecture to model language
- discovery of deep learning of PyTorch
- design of an innovating architecture based on the Long-Short Term Memory network (LSTM) then the Deep Averaging Network (DAN) architectures
- management of large amounts of data
- optimization of deep learning architectures
- participation in the ITEA3-PAPUD European project
2023 - 2024
( of theoretical and practicals)
Algorithms for Graphs and Number Representation
for 1st year of preparatory cycle at
Polytech Nancy, PEIP,
Université de Lorraine,
Nancy,
France.
(Teaching assistant)
Details
integer and floating point representation and computations
Missions:
- giving practical sessions
2023 - 2024
( of theoretical and practicals)
Data Base Design
for 1st year of engineering cycle at
Polytech Nancy, IA2R and EMME specialty,
Université de Lorraine,
Nancy,
France.
(Main teacher)
Details
Entity-Relationship model, relational model, SQLite, introduction to knowledge bases
Missions:
- creation of class material from scratch
- English anf French public, with corresponding class material
2022 - 2023
(26.5h of practicals)
Semantic Web
for 1st year at
IDMC, NLP & SC Master,
Université de Lorraine,
Nancy,
France.
(Teaching assistant)
Details
RDF, turtle, SPARQL, ontology building
Missions:
- giving practical sessions (alone)
2022 - 2023
(12h of practicals)
Software Project
for 2nd year at
IDMC, NLP Master,
Université de Lorraine,
Nancy,
France.
(Teaching assistant)
Details
Project driven class, the student have to develop an innovative tool based on recent academic literature
Missions:
- supervision of up to 6 groups
- writing project topics
- evaluation (group presentation along the project, code production, end product, project defense)
2021 - 2022
(8h of practicals)
Global Optimization
for 2nd or 3rd year at
Ecole des Mines,
Université de Lorraine,
Nancy,
France.
(Teaching assistant)
Details
Pyomo library, definition of optimization problems, algorithms from Pure Random Search to Monotonic Basin Hopping
Missions:
- giving practical sessions in a mixed theoretical/practical setup (together with the lead teacher)
2021 - 2022
(9h of practicals)
Data Mining
for 2nd year at
IDMC, NLP Master,
Université de Lorraine,
Nancy,
France.
(Teaching assistant)
Details
Formal Concept Analysis (FCA), rule mining, itemset mining
Missions:
- design and grading of two projects
- giving practical sessions (alone)
2021 - 2022
(15h of practicals)
Semantic Web
for 1st year at
IDMC, NLP & SC Master,
Université de Lorraine,
Nancy,
France.
(Teaching assistant)
Details
RDF, turtle, SPARQL, ontology building
Missions:
- giving practical sessions (alone)
2021 - 2022
(10h of practicals)
Software Project
for 2nd year at
IDMC, NLP Master,
Université de Lorraine,
Nancy,
France.
(Teaching assistant)
Details
Project driven class, the student have to develop an innovative tool based on recent academic literature
Missions:
- supervision of up to 4 groups
- writing project topics
- evaluation (group presentation along the project, code production, end product, project defense)
2020 - 2021
(6h of practicals)
Semantic Web
for 1st year at
IDMC, NLP & SC Master,
Université de Lorraine,
Nancy,
France.
(Teaching assistant)
Details
Formal Concept Analysis (FCA), Description Logics, RDF
Missions:
- writing and overseeing of the final exam
- giving practical sessions (alone)
2020 - 2021
(8h of practicals)
Ontologies
for 2nd year at
IDMC, NLP Master,
Université de Lorraine,
Nancy,
France.
(Teaching assistant)
Details
RDF, RDFS, OWL, manipulation of ontologies with SPARQL and Protégé
Missions:
- writing and giving practical sessions (alone)
- writing and overseeing of the final exam
- writing and overseeing end-of-session tests
Aug. 2019
(1 week)
Python4NLP summer school
for at
LORIA, Synalp team,
Université de Lorraine,
Nancy,
France.
(Teaching assistant)
Details
tutoring during the practicals of the Python4NLP summer school
Mission:
teaching the bases of Python programming for the preprocessing and analysis of text data and the application of standard NLP tools, machine learning and deep learning; certificate available