Portfolio
Projects
Selected case studies across finance, earth observation, AI & data, and supply-chain traceability.
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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.