William Aboucaya

Senior Data Scientist

Research engineer position, 2023-2024, Institut National de Recherche en Informatique et en Automatique (INRIA)
Ph. D. in Computer Science, 2019-2023, Institut National de Recherche en Informatique et en Automatique (INRIA)
Engineering degree - Major in Software Engineering, 2014-2019, Institut Supérieur d'Électronique de Paris (ISEP)

Natural Language Processing: Textual Entailment Recognition, Named Entity Recognition / Linking, Graph-To-Text...
Machine Learning: Recommender Systems, Clustering, Neural Networks.
Semantic web: Knowledge Extraction / Inference
Data and graph analysis
Front-end and back-end development

Python for data science (pandas, scikit-learn, PyTorch, NetworkX, HuggingFace environment) + web application development (FastAPI + JinJa)
Database: SQL (MySQL, SQLite), NoSQL (SPARQL, RDF / RDF*)
Java: API / back-end development
JavaScript: front-end / mobile development, React + Native

Leveraging Knowledge Graphs for Goal Model Generation. Shahin Abdoul Soukour, William Aboucaya, Nikolaos Georgantas. NLP4RE 2023: 7th Workshop on Natural Language Processing for Requirements Engineering (NLP4RE) in conjuction with the 30th International Woking Conference on Requirements Engineering: Foundation for Software Quality (REFSQ 2024), April 2024, Winterthur, Switzerland.
Building Online Public Consultation Knowledge Graphs. William Aboucaya, Sonia Guehis, Rafael Angarita. Text2KG 2023: International Workshop on Knowledge Graph Generation from Text, Co-located with the ESWC 2023, May 2023, Hersonissos (Crete), Greece.
Detecting Obstacles to Collaboration in an Online Participatory Democracy Platform: A Use-case Driven Analysis. William Aboucaya, Rafael Angarita, Valerie Issarny. FairWare ’22 - International Workshop on Equitable Data and Technology in conjunction with the 44th International Conference on Software Engineering (ICSE 2022), May 2022, Pittsburgh, PA, United States.