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A prototype framework developed within the Horizon Europe M4ESTRO project using probabilistic models and Markov chain–based methods to monitor supply chain delivery stages, predict disruptions and provide interpretable insights for strengthening manufacturing resilience.
Internal strategic analysis of Fábrica Pastelaria São Silvestre, including organizational structure, mission and values, financial overview, and information systems evaluation (ERP, POS, Sage). Identifies strengths, weaknesses, and digital improvement opportunities such as CRM and e-commerce.
Production-ready MSME Credit Risk Pipeline (V3.0). Solved critical data integrity issues (target/scaling) for 47% AUC lift (0.88). Model implements a hard-cutoff policy based on DPD/Utilization, ensuring portfolio PD drops below the 3.75% break-even threshold.
Sweep is an enterprise carbon and ESG data management platform helping large organizations measure, manage, report, and reduce their carbon emissions and broader sustainability performance across Scope 1, 2, and 3 following the GHG Protocol.
Altana is an AI-powered network for trusted trade, operating the world's largest knowledge graph of the global supply chain — a map covering roughly half of global trade and 600M+ companies, built from shipment and product information contributed by logistics providers and businesses.
An interactive curriculum mapping the AI compute ecosystem as a 13-layer value chain: from silicon wafers and lithography up through chips, data centers, power, cloud, model labs, and capital. 29 sourced nodes.