Guillaume Chero
DatascientistResume
After several years in different research institutes worldwide as PhD student and data scientist, I decided to offer my skills to institutional and private projects. Interested in developing tools in R and Python, I am always happy to learn new methods and skills to stay at the cutting edge of the field.
Research experience
Freelance in Datascience
Guillaume Chero Datascience Remote- Data analyses, data wrangling and data science
- R package
- Shiny App
- Python
- Data Visualization
Data Scientist Ingenior
PELAGIS La RochelleAtlantic Whale Deal Project - Interreg
Atlantic Whale Deal is an European project to study the risk of collisions between whales and maritime traffic in the Northeast Atlantic:
- Collection and management of AIS data - very large size (with Python)
- Creation of products for various partners
- Collection and management of biological data (scientific, whale watching, etc.)
- Project management with partners of various sizes
- Research laboratories, associations, etc. (European level)
- Analyses: mapping, distance sampling models, ESW, etc. (using R)
- Presentations at European workshops
Megascope Project
MEGASCOPE is an annual monitoring project of megafauna carried out on vessels belonging to the French Oceanographic Fleet in partnership with IFREMER.
- Database cleaning and manipulation: 2003-2024 (with R)
- Creation of the package pelascope package: From database to visualization of distribution of sea campaigns: automation of GAM / Effective Strip Width / Prediction and visualization analyses
- Realisation Shiny Apps (e.g. getsegment)
PhD Student
Institute for Zoo and Wildlife Research BerlinStudy the effects of climate change on population dynamics by developing a population simulation model based on survival and reproduction (matrix model)
- Statistical analysis and model creation using R and Python
- Project management: financing, conference organization, etc.
- Participation in international conferences
- Science communication: science days, open houses, etc.
Master Intern
IRD and CEFE Nouméa and MontpellierPopulation dynamics of humpback whales in the South Pacific.
- Programming and statistical analysis with E-SURGE and R.
- Scientific outreach to the general public (public meeting)
- Mark and recapture methods
Scientific Mediation experience
Director and Sailor
UP Sailing Atlantic Ocean- Production of a documentary film
- Transportation of a racing boat (Antilles - France)
- Presentation of the documentary at a conference
Freelance videomaker and Scientific Popularizer
Darwin Studio Remote- Scriptwriting: bibliographic research, literature review, and writing
- Video production (framing, editing, etc.)
- Scientific mediation: scientific monitoring, popularization, etc.
- Project management with associations and local authorities
- Video and photo production (Mariage, Air Caraïbe, etc.)