Portfolio | Silas Pignotti
Geo Data Scientist · AI Engineer
M.Sc. Geoinformation student at BHT Berlin. Building geospatial ML systems and AI tooling.
What I Do
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Geospatial Data Science
Machine learning and deep learning on satellite imagery and geodata. Remote sensing, spatial analysis, time series analysis, geodata processing.
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AI & Automation
Agentic systems, context engineering, RAG pipelines, prompt engineering. LLM-based tooling for development, analysis, and workflow automation.
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Open Source
Python CLI tools on PyPI and GitHub. Built to solve real problems in my own work, released for others to use.
Skills & Technologies
Core tools and platforms I use for geospatial analysis, machine learning, and automation.
Projects
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Academic Agent
Zotero-first academic workflow from DOI ingest to citation-ready drafts.
Python OpenCode Zotero +3Ongoing -
litresearch
Automated literature search from a research question to a curated, deduplicated source set.
Python Typer LiteLLM +22026 -
Urban Tree Transfer
Cross-city transfer of urban tree genus classification. Can a model trained in Berlin classify trees in Leipzig?
Python XGBoost scikit-learn +42026
Get in Touch
Open for Freelance Projects, Collaboration and Roles in Geo-Data Science or AI Engineering.
Based in Berlin.