Abdellah HALLOU

• Successfully onboarded high-value clients, expanding the customer base and revenue stream. • Architected and managed data and ML pipelines using Celery, Apache Airflow, Kubeflow, and Cloud services, ensuring high availability and reliability. • Improved the data pipeline architecture, significantly reducing data loss and minimizing failed extractions. • Developed automation processes for system operations in a cloud environment using Bash script. • Redesigned and rearchitected the data infrastructure and

• Developed and implemented the DSL Speaker Mapping solution to address the limitations of speaker diarization and identification. • Built end-to-end multimedia analysis system integrating advanced coreference resolution and dependency parsing models for granular sentence-level linguistic analysis.

• Architected web scraping infrastructure to collect audios, podcasts and videos from multiple sources. • Implemented automated transcription pipelines converting audio to text using state-of-the-art speech recognition models. • Integrating speaker diarization to identify and segment individual speakers within multi-speaker audio streams. • Engineered data transformation and normalization workflows to standardize multimedia data across different formats and codecs. • Benchmarked and integrated cutting-edge

• Led a cross-functional team of developers, designers, and educators as the project lead for Code 212. • Conceptualized and implemented Code 212, an innovative E-learning platform tailored for ENSAM Casablanca engineering students. • Architected a comprehensive digital ecosystem facilitating access to online courses and industry-recognized certifications. • Collaborated with ENSAM Casablanca to bridge the academia-industry gap, aligning course content with market demands.