Ismaël Zerrouk Email & Phone Number

Cergy, Fr

Saint-Quentin-En-Yvelines, Île-De-France, France

I had the opportunity to develop and implement a predictive analytics tool using Python and Power BI. Leveraging the Prophet model from Meta, I engineered a robust forecasting solution to generate predictions based on data sourced from a SQL database.My responsibilities included:- Designing and developing the predictive analytics tool using Power BI and Python.- Utilizing the Prophet model for accurate forecasting.- Establishing automated processes through SQL queries to streamline data retrieval and prediction generation.This experience provided me with valuable insights into data analytics, machine learning, and automation. I honed my skills in Python programming, data manipulation, and predictive modeling while contributing to innovative solutions for Credit Agricole Group Infrastructure.

Surabaya, Java-Est, Indonésie

During my experience at Institut Teknologi Sepuluh Nopember (ITS), I led the development of machine learning models for processing complaint-related tweets in Indonesian and French. Highlights include:- Data Handling: Sourced and refined an open-source French tweet dataset using Pandas and Excel.- NER Expertise: Constructed a custom Named Entity Recognition (NER) model using Spacy and Hugging Face Transformers to extract entities like dates and locations from tweets.-Tweet Classification: Tweet classification model using BERT pre-trained model, enhancing categorization of complaints on social media.My experience at ITS honed my skills in NLP, Spacy, Hugging Face, Sklearn, and data augmentation techniques.

Ville De Paris, Île-De-France, France

-Création d'un MPD (modèle physique de donnée) en SQL pour l'application-Utilisation de Entity Framework (ORM) pour relier le MPD à l'application-Développement de l'application en ASP .NET avec la structure MVC

Ecole Primaire De La Cerisaie

J'aide et j'accompagne les élèves de primaires de Maurecourt pour leurs devoirs après leurs cours. Cet emploi étudiant me permet de développer beaucoup de compétences RH comme mes capacités d'écoute et de communication.

Master 2 (M2), Mathematics And Computer Science

Data exploration - Datamining - AI Applications - Compressive Sensing - Linear models - Parallel Computing - Information Theory.

Baccalauréat Scientifique, Mention Bien