Aaron Spring aaronspring

👋 Hi, I’m Aaron.
👨‍💻 used to work in academia on decadal carbon cycle predictions at @mpi_meteo funded by @4c_h2020
🤖 moved into industry as Data scientist at XING developing deep learning CTR models and XING RecruitingAgent
🚀 freelancing data scientist: ML engineer, AI engineer and geospatial cloud data engineer

Portfolio

🤖 nocode telegram scripted and AI conversation automation for non-tech users [stealth]
🔍 doTERRA_essential_oils_recos Search and discover dōTERRA essential oils based on user prompt and user oil feedback
💬 Building internal RAG for a German political party to chat with their resolutions [code and access on request]

🌱 part-time Data Engineer for WMO hosting s2s-ai-competition
📏 core contributor to xskillscore, multi-dimensional xarray-based metrics for verifying forecasts
⌨️ maintainer of climpred, multi-dimensional xarray-based forecast verfication toolbox
💾 core contributor of xbitinfo to reduce storage of geospatial data by compression after bitrounding
🦀 vibe-coding bit-round based on bitinformation.jl and numcodecs in rust (learning)
✨ passionate about making climate data easily usable in python with xarray and intake plugins
🏟️ Fifa World Cup 2026 climate heat during matches based on latest ECMWF forecasts
🌎 daily updating icechunk-ERA5 MVP with 2 surface variables in spatial and temporal chunks since 2026-01-01 on earthmover.io
🌊 Flood forecast for Overwerder merging pegelonline forecasts to specific location of flood-risk garden house plots near Hamburg wasserstandvorhersage_overwerder