Shannon

• Co-organization of firm wide innovation workshops for 60+ managers

• Co-development of firm wide innovation strategies (e.g. AI related)

• Coordination of AI implementation in business units processes and products (incl. GenAI)

• Co-created global net-zero roadmap, R&D strategy and 20+ product features to implement it by analysing product and its lifecycle and engaging 15+ expert stakeholders, resulting in operationalization of sustainability goals within the R&D organization (x 100k CHF R&D projects started)

• Created KPI management model for 20+ R&D managers to implement R&D strategy by analysing 100+ papers and talking to whole R&D department, resulting in improved R&D managers alignment

• Created and implemented automated Scope 3 CO2e data process, increasing Scope 3 figures precision by 30% and saving 2000+ work hours /y by interlinking with controlling processes and by creating a product usage model based on multiple data lakes

• Built 20+ LCA models of products and variants across 3 business lines by analysing BOMs and whole product life cycles data

• Built LCA organizational capability by training 3 engineers to use LCA software and understand data

• Discovered a biomarker to reconstruct lake coverage by invasive plant and improve satellite data precision for past 30 years by analysing 120+ samples with mass spectrometry and analysing data

• Generated core scientific data for 2 PhDs and 1 Post-Doc, leading to 3 peer-reviewed publications•

• Drafted design of 3 laboratory experiments (DOE) in ISO Class 6 clean room and performed 20+ experiments leading to 200%+ lifetime improvement of chemosensor technology by identifying boundary conditions (3) and failure modes (3) via experiments data analysis