Portfolio
Projects
Selected case studies from 2020 to today: AI validation and trustworthy ESG data extraction for GSSS bonds with LuLarge, satellite-based climate and heat monitoring and MRV for carbon credits with GeoVille, timber traceability systems at Beetle ForTech, AI market intelligence at Open Beta, and TLTRO III risk reporting at Hypo Tirol AG — each with role, client, timeframe and outcome.
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EVAL Engine – Trustworthy AI Validation Layer
Co-led product discovery and R&D for an AI-powered validation layer that raises the trustworthiness and auditability of AI workflows in the GSSS bond market.
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LuLarge – Trustworthy ESG Data Extraction for GSSS Bonds
Co-developed a production-ready, end-to-end prototype that extracts trustworthy, structured ESG data from unstructured sustainability reports for the GSSS bond market.
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Commodity Futures Forecasting
Led R&D for a concept to forecast crop yield and quality at scale as an indicator for agricultural price formation and commodity-futures markets.
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Multimodal RAG – Natural-Language Satellite Image Retrieval
End-to-end development of a multimodal RAG system for natural-language search and automatic captioning of satellite imagery, built on multispectrally adapted vision-transformer models.
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BREATHE – EO-based MRV for LULUCF (Forest & Biomass)
Strategy and commercialisation lead for BREATHE, an EO-integrated MRV prototype for LULUCF inventories (above-ground biomass, wildfire impact) in Austria and Türkiye.
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m3RP – mini ERP for Micro and Small Businesses
Co-developed an AI-powered mini-ERP with OCR- and LLM-based invoice processing for micro and small businesses, on a serverless cloud architecture.
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EO Market Insights – AI Market Intelligence for EO & Space
End-to-end build of an AI-powered market-intelligence platform for the Earth-observation and space sector, structuring insight from unstructured sources.
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CIRUS – Climate Integrated Resilience for Urban Systems
Product and project-management lead for CIRUS, a climate-intelligence system that assesses urban heat risk by scenario at 10 m resolution using a digital-twin approach.
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HeatAdapt – Heat-stress monitoring for Austrian climate adaptation
Project-management lead for a prototype algorithm for LST monitoring and scenario analysis supporting climate-adaptation planning in Austria, integrated into the GTIF demonstrator.
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Satellite-Based Heat Monitoring & Heatmap Prototype
Project-management lead for a high-resolution, satellite-based heatmap prototype that identifies heat hotspots via CNN-based downscaling of ECOSTRESS LST to 10 m.
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Remote Sensing-based MRV Process for Carbon Credits
Consortium lead on a proposal to develop an EO-based MRV process for carbon credits, aligned with the EU certification framework for carbon removals and carbon farming.
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Galileo High-Accuracy Timber Marking & Tracking Concept
Developed a timber-marking concept using GNSS/Galileo high-accuracy positioning for traceable forestry supply chains — awarded the Galileo Masters Award Austria.