Measuring how close marine biodiversity observations sit to ports and offshore infrastructure. The project combines GBIF data, SQL queries, distance classes and map reading: 459,773 observations, 2010 to 2023.
Projects
Two university projects, with the figures, screenshots and code they produced.
See the case studiesProjects
All repositoriesComparing text and image classification methods in Orange Data Mining. A hundred news articles clustered by vocabulary, 56 labelled images classified by seven models; most errors fall between sea and glacier.
Tools I work with
Languages
- PythonMachine learning, scripts
- RStatistical tests, maps
- SQLJoins, aggregates
- PHPWeb back ends
Data and machine learning
- pandasData cleaning
- NumPyArrays
- PyTorchNeural networks
- OrangeVisual data mining
- LlamaLocal language models
Databases and cloud
- PostgreSQLRelational database
- MySQLRelational database
- AWSCloud
Analysis and dashboards
- RStudioR Markdown reports
- Power BIDashboards
- TableauDashboards
Workflow
- GitVersion control
- GitHub5 public repositories
- MarkdownREADMEs, notes
Certifications
5 DataCamp courses · 10.4 CPE credits
Contact
Looking for a data internship from May 2027, for two to three months, in France or abroad.
Have data that needs a closer look?
albangerschheimer@gmail.com LinkedIn GitHubMontpellier, France · 43.61° N, 3.88° E