Camille MANEL

Project : Education in France, The Two-Speed Classroom

• Conducted data sourcing from open government platforms (data.gouv.fr, INSEE) to investigate educational inequality across regions.
• Designed and deployed a robust data pipeline integrating raw datasets into BigQuery using DBT.
• Performed advanced data cleaning, harmonization, and standardization using Python and SQL, with full version control via GitHub.
• Developed impactful data visualizations to highlight key findings using Looker, Seaborn, and Folium.

• Managed a team of surveyors to conduct land surveys and collect accurate data for construction projects
• Developed and maintained relationships with clients to understand their surveying needs and provide tailored solutions
• Actively collaborated with cross-functional teams to integrate quality control measures seamlessly into project timelines, optimizing project outcomes and client satisfaction
• Implemented new surveying techniques and technologies to improve efficiency and accuracy of data collection as 3D scan & aerial-terrestrial photogrammetry
• Developed and delivered training programs for new surveyors, improving their skills and knowledge in surveying techniques
• Control and verification of multiple projects to validate the work of other surveying companies to meet accuracy requirements.
• Strong knowledge of relevant industry standards and regulations, ensuring compliance in all surveying activities.

• Established and maintained a network of survey control points to facilitate accurate measurements and data collection
• Managed a team of surveyors and ensured efficient crew management, resulting in improved productivity and quality of work
• Developed and implemented training programs for surveyors to enhance their skills and knowledge in railway surveying techniques
• Successfully completed the layout preparation for multiple railway projects, ensuring accurate and precise rail adjustment
• Introduced innovative solutions to overcome site-specific challenges, ensuring successful project completion.
• Received recognition for outstanding performance and dedication to delivering high-quality surveying services within strict deadlines
• Conducted thorough site analyses to identify potential issues early on, saving time and resources for the company.

• Track As-Built Surveys using the Amberg trolley on urban tramway lines (T9 – Paris & Orléans): ensured high-precision rail positioning and geometry validation for construction compliance.
• Supported manual rail adjustment operations on the EOLE project (RER E extension – Paris), providing critical measurements for rail alignment and fine-tuning.
• Conducted 3D scanning and photogrammetry on various heritage and civil engineering sites, including archaeological remains, historic churches, and Tour Duo – Paris, delivering detailed point clouds and digital twins.
• Performed site surveys for layout design, as-built validation, stockpile volume calculations, and deformation monitoring on large infrastructure projects (e.g., Liège Tramway).
• Processed and interpreted geospatial data to generate CAD drawings (plan, elevation), colorimetric analyses, and 3D models using industry-standard tools.
• Coordinated survey crew activities and oversaw field operations.

• Conducted topographic surveys to aid in the design and construction of infrastructure projects.
• Monitored construction progress on-site, ensuring adherence to approved designs by taking periodic measurements throughout the build process.
• Maintained up-to-date knowledge of industry standards and best practices through continuous professional development courses.

• Rapidly acquired both theoretical and practical knowledge in the field of land surveying.
• Operated a full range of surveying instruments on a daily basis, including GNSS receivers, total stations, 3D laser scanners, and digital levels.
• Designed and implemented fieldwork routines that improved on-site efficiency and streamlined data collection workflows.
• Performed topometric calculations, including network adjustments and precise point cloud registration for high-accuracy deliverables.

• Château de Selles, France (2019 – 1 week)
  Conducted colored 3D scanning of interior walkways,bas reliefs and architectural features for digital preservation of the historic structure.
• Caune de l’Arago, France (2011–2017 – 1 month/year)
  Participated in annual prehistoric archaeological excavations at a key pre-Neanderthal site, contributing to stratigraphic analysis and on-site documentation over seven field seasons.
• Mentesh Tepe, Azerbaijan (2015 – 1 month)
  Took part in the Bronze Age archaeological excavation, focusing on fieldwork, artifact recovery, and cultural layer interpretation as part of an international research team.