Ayoub Sghir

∘ Design and automation of ETL pipelines for regulatory data migration (Airflow, Python).

∘ Standardization and transformation of data in GCP (GCS, BigQuery) to improve its quality and usability.

∘ Creation of dashboards in Power BI for data analysis and to meet business teams' needs.

∘ Monitoring of developments, versioning, and task management via GitLab and Jira.

∘ Design and development of ELT pipelines with Python and Cloud Composer (Airflow) for data auditing and quality control for Bouygues Telecom.

∘ Integration, processing, and monitoring of data flows in a cloud environment based on GCP (BigQuery).

∘ Creation of dashboards in Power BI for monitoring business KPIs and anomaly detection.

∘ SQL queries for analysis, control, and validation of data for business departments, with code management under GitLab.

∘ Design of a RAG system to automate visitor assistance from internal documents.

∘ Construction of a document base and development of a hybrid search engine combining embeddings and BM25.

∘ Development of a FastAPI API and an ingestion pipeline deployed under Docker.

∘ Implementation of advanced techniques: Python, LLM, FAISS, Sentence-Transformers, GitHub.