Maud Larochette

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machine learning simulation predictive analytics supply forecasting demand forecasting network design optimization process optimization production planning optimization procurement strategy optimization energy market optimization energy flexibility optimization demand response electricity price forecast realtime imbalance optimization reserve market optimization microgrid sizing optimal flow management electrical vehicle load optimization clinical trial supply chain risk management software development clinical supply chain management drug waste reduction clinical trial optimization energy forecasting supply matching algorithms outage planning advanced analytics machine learning applications decision optimization power exchange solutions environmental impact assessment sustainable resource management clinical trial supply planning software biopharmaceutical efficiency ai-driven insights real-time data analysis integration with it systems carbon-neutral initiatives ethical governance user experience design collaborative innovation market design solutions supply chain visibility dynamic reserves management forecast accuracy performance metrics regulatory compliance cost reduction strategies process automation data-driven decision making resource allocation multi-national operations team collaboration corporate social responsibility technology adoption risk-based supply planning patient service levels trial design optimization stakeholder engagement transparency in data future-proof solutions digital transformation waste management strategies renewable energy integration market positioning compliance standards artificial intelligence information technology & services enterprise software enterprises computer software b2b