Abdallah Essa Email & Phone Number

Paris, Fr

Paris, Fr

Paris, Île-De-France, France

As head of the AI & NLP division, I manage a team of 4 people, made up of data scientists, developers and linguists, charged with developing AFNOR Editions innovative products.

Paris, Île-De-France, France

• Continuously map the business processes where a Data Science approach could provide an advantage.• Support and analysis of business needs.• Identification of potential solutions and selection of the most appropriate solution with regard to both business and technical needs and constraints.• Design and implementation of the solution in the form of a POC.• Preparing the industrialization of the POC identified as relevant.• Deployment and monitoring of existing models (MLOps)NLP project in collaboration with the Semantic team:• Automatic extraction of information from standards.• Development of a multi-language similarity approach.Product recommendation:• Realization of product recommendation projects.Data governance:• Participation in data governance bodies.

Paris Area, France

Detection of fraudulent investment sites - NLP :• Analysis of the pipeline. • Detection of areas for improvement and updating of the pipeline.Detection of future fraud trends - Time series :• Modeling of semantic fields in time series.• Anomaly detection.

Paris Area, France

Research on abstractive summarization methods:• Bibliographic research on summarization methods.• Bibliographic research on BERT based summarization models.Research on Language Models:• Research on language models based on Transformers. • Research on BERT-based language models.

Paris Area, France

Tourist behavior analysis through graph-based clustering.• Managed data preprocessing and extraction of tourist information.• Constructed tourist graphs utilizing density-based clustering.• Detected tourist movement patterns employing graph-based clustering (Markov Clustering).• Presented findings through effective data visualization.

Paris Area, France

Université Paris 8 Vincennes-Saint-DenisSports commentary summarization using Deep Learning. • Data recovery & preprocessing • Word Embedding using next word prediction• Sentence classification using Bi-LSTM• Text summarization using Pointer-Generator Networks• Read and implement recent Deep Learning papers

Master Of Engineering - Meng, Computer Software Engineering

Topics : Advanced Data Structures and Algorithms, Software Development Process, Advanced Topics in NoSQL Databases, Advanced Database.

Bac S