CV
Education
| Ph.D in Computer Science | 2019-2022 |
|---|---|
| University of Toulouse III - Paul Sabatier | Toulouse, France |
| - Thesis Topic Deep Learning for Information retrieval | |
| - Advisors Jose G.Moreno, Mohand Boughanem | |
| - Area of study Deep Learning, Information Retrieval (IR), and Natural Language Processing (NLP) | |
| Master's degree in Computer Science | 2018-2019 |
|---|---|
| Higher National School of Computer Science (ESI) | Algiers, Algeria |
| - Thesis Topic Real-Time Tweet Summarization | |
| - Advisors Lynda Said Lhadj, Mohand Boughanem | |
| - Area of study Deep Learning, Information Retrieval (IR), and Natural Language Processing (NLP) | |
| Engineering degree in Computer Science | 2014-2019 |
|---|---|
| Higher National School of Computer Science (ESI) | Algiers, Algeria |
| Majored in Information Systems & Software | |
Work experience
| PostDoc Researcher in NLP | December 2022, present |
|---|---|
| University of Grenoble Alpes | Grenoble, France |
| Enhancing the systematic generalization capabilities of sequence‑to‑sequence models by integrating structural (syntactic) information into the decoding process via hyperbolic representations of dependency trees. | |
| Researcher in NLP/IR | June 2021, January 2022 |
|---|---|
| Max Plank Institute (MPI) for Informatics | Saarbrücken, Germany |
| Investigating the distillation of Transformer produced contextualized representations into a more explicit and principled contextualization process based on aggregating a finite set of static term-topic embeddings representing the different contextual topics of tokens. | |
| Researcher in NLP/IR | December 2018, September 2019 |
|---|---|
| Institut de Recherche en Informatique de Toulouse (IRIT) | Toulouse, France |
| Development of a tweet summarization approach based on Deep Learning Models. Manipulation of various state-of-the-art Models for both tweet representation and relevance estimation of tweets with respect to users' interests. | |
Skills
Coding Python, C, JAVA, Typescript, JavaScript and PL/SQL
Libraries Pytorch, TensorFlow, Sickit-learn, Transformers, Sentence-Transformers, Faiss, fairseq
Operating Systems Microsoft Windows, Linux and other UNIX variants
Version Control Github
Agile Methodologies Scrum, Kanban
Languages English (native), French (native), Arabic (professional), Kabyle (native)
Publications
Teaching
Hobbies
Photography | Hiking | Reading | Drawing | Electronics