Work History
Showcase
Education
Work history
UpStack
Senior GIS & ML Engineer
2019 - Present (6 years)
Creating and developing innovative software solutions for clients across a broad range of industries.
Participating in scrums consisting of cross-functional teams, both software and hardware.
Ensuring that features are being delivered efficiently and on time.
Chouch.ai
Software Developer
2020 - 2020
Calculated geographic polygon coordinates that correspond to the bounding boxes on the UAV live video frames in real time.
Streamlined existing code where appropriate to enhance the application processes and handled other development tasks as assigned.
Debugged and fixed errors on the project.
Gilytics AG
Full-stack Developer
2019 - Present (6 years)
Implementing MCDA model equations to calculate the suitability of pylons' locations using Gilytics' linear infrastructure solution.
Developed and implemented a Machine Learning model to predict MCDA weights using information from past pylon locations.
Engineered Django web services for implementation on the project using Agile methodology and industry best practices.
Georeference.io
CEO & Founder
2019 - 2019
Created training and test datasets and trained users on the ML model.
Offered guidance on experimentations with results logging and dataset versioning solutions on client projects.
Implemented the resulting model into production with high performance, data logging, feedback loop, and quality assurance.
SpotAngels
GIS Engineer
2015 - 2016 (1 year)
Set up processes to efficiently transform parking regulation data into geo-parking data for several major cities like New York.
Developed a QGIS plugin to improve the quality of data for parking regulations.
Efficiently transformed and prepared parking regulations data from open data.
Freelance
GIS Consultant
2014 - 2018 (4 years)
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.
CTB
GIS Consultant
2012 - 2014 (2 years)
Worked on the synchronization of offline data across surveyors' mobile devices.
Developed a web app for editing and managing geo-data with an advanced and rich toolbox for surveyors.
Generated cadastral reports and maps, automatically adjusting collected data with GNSS surveys.
GeoGIS
GIS Engineer
2011 - 2012 (1 year)
Automated land consolidation tasks and monitored system status and data integrity.
Prepared metadata and other documentation for the automatic generation of cadastral reports.
Regularly used GIS analysis and services for various tasks.
Showcase
GIS Consultant - REDAL Geocomputer
Developed server-side, client-side, and mobile app solutions for a surveying project.
Engineered a data management and cartography solution with a dashboard for survey progress.
Created scripts for data quality assurance.
CEO/Founder - Georeference.io
Georeference.io offers fully automatic georeferencing for scanned maps.
The service utilizes advanced GIS algorithms and an object detection model.
It includes training, testing, and production model implementation for enterprise clients.
GIS Consultant - Geopro for CTB
Developed server-side and client-side solutions for the CTB Geopro project.
Enhanced data quality assurance through iterative spatial algorithm improvements.
Supervised the installation of servers for the Geopro project.
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
2006 - 2008 (2 years)