Abdelilah is a Senior GIS & ML Engineer with 10+ years of experience providing consultancy on solutions for AWS Cloud platform deployments, object detection, segmentation, Computer Vision, Deep Learning, and geospatial systems. He is a good communicator and team player who delivers excellent solutions on projects to ensure client satisfaction.
Implemented a mobile app and a web platform to survey water and electricity meters for REDAL.
Worked on Horizon Topo, providing direction for the establishment of a survey automation platform to generate and follow up on deliverables for land registration operations (mobile survey app, web app for managing data, generation of cadastral reports and maps, quality assurance of collected data).
Developed and deployed a city-wide WebGIS platform for the city of El Jadida.
Participated in the REDAL project design, developing server-side, client-side, and mobile app solutions. Oversaw the installation of servers for surveying water and electricity meters via an intuitive mobile app with offline storage. Engineered a data management and cartography solution with a dashboard to monitor the evolution of the surveys. The solution has a dashboard for the surveyors' progress statistics, with productivity indicators and mapping of the surveyed areas. Worked on scripts for data quality assurance.
Georeference.io is the first service to provide fully automatic georeferencing solutions for scanned maps based on advanced GIS algorithms and an object detection model. Created training and test datasets and supervised training on the ML model. Worked on results logging, dataset versioning, and implementation of the model into production for enterprise customers.
Worked on the key design components for CTB's Geopro project. Developed server-side and client-side solutions and supervised the installation of servers. Enhanced quality assurance for collected data through the iteration of multiple spatial algorithms for topology error detection.
Education
PhD: “Deep Learning for Object Detection Problems in GIS”
Faculty of Science and Technology of Tangier (FST) - Morocco
2017 - 2020 (3 years)
Geoinformation Engineering Degree
Faculty of Science and Technology of Tangier (FST) - Morocco
2008 - 2011 (3 years)
University Degree in Technology
Ecole Supérieure de Technologie de Salé (ESTS) - Morocco