I am an expert Geospatial and Machine Learning Engineer with 8+ years of technical experience, providing consultancy on solutions for AWS cloud platform deployments, object detection, segmentation, deep learning and geospatial systems. I am a good communicator and team player; delivering excellent solutions on projects to ensure client satisfaction.
Georeference.io is the first service to provide fully automatic georeferencing solutions for scanned maps based on Advanced GIS algorithms and state of the art Object Detection model. Created the 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 solutions for the server-side and client-side on the project and supervised the installation of servers on the project. Enhanced quality assurance for collected data; through the iteration of multiple spatial algorithms for topology error detection.
Participated in the REDAL project design; worked on the development of solutions for the server-side, client-side, and mobile app. Oversaw the installation of servers on the project for the surveying of 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 of the progress statistics of surveyors, with productivity indicators, and mapping of the surveyed areas. Worked on scripts for data quality assurance.
Geospatial and Machine Learning Engineer
2019 - Present (3 years)
Creating and developing innovative software solutions for clients across a broad range of industries.
Participate in scrums consisting of cross-functional teams, both software and hardware.
Ensure that features are being delivered efficiently and on-time.
Provided expertise for the implementation of a mobile app and web plateform for the survey of 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 cadastrale reports, generation of cadastrale maps, quality assurance of collected data).
Offered technical guidance for the development and deployment of a city-wide WEBGIS platform for the city of AL JADIDA.