Industrial AI software development

• ESG Enterprise Suite: The world?s first integrated management platform for transition climate risk, physical climate risk and decarbonization in real estate and infrastructure
• Development of zero-touch predictive controlling as Lead Data Scientist for Swisscom, Switzerland?s national telco provider
• Development of the Schema Converter, a web-based AI that digitalizes electric schema plans and saves 90+ % of time in electric cabinet construction
• AWK (CH) / SAMI Consulting (UK): developing Sustainable Transition Pathways tool, enabling the assessment and optimization of a business?s options for systemic neutralization of carbon, nature and societal impacts of its activities
• Siemens, Germany: enabling product footprinting and leaner production of industrial electronics through real-time monitoring of energy and material streams
• Bank Reichmuth, Switzerland: developed tool for due diligence of infrastructure projects concerning systemic sustainability

• Designing and implementing a machine-learning based system for predictive controlling
  
• Leading a team of data scientists and domain experts at the client
• Read more: [url by request]

• As global work-stream lead for Interpretability of AI in the PwC network, leading software development around this topic
• Co-lead of development of automated machine learning software based on Python and C#, globally rolled-out. Ongoing work extending to automated deep-learning model building within industry-academic project
• Lead development and implementation of automated time-series forecasting framework (Python based) for global Swiss bank
• Integrating Explainable AI with automated ML (LIME and QII frameworks) and co-developing use cases with clients (Live demo on request)
• Developed and executing client workshops and trainings in Machine Learning and IoT
• Established internet-connected, humanoid robot in PwC?s Zurich atrium and enabled 20+ client events in 2017
• Established voice-driven knowledge retrieval robot interface for tax consulting, based on Google?s speech to text API and an NLP knowledge-base solution
• Developed unsupervised approach to detect anomalies in financial audit relevant transaction data
• Developed predictive maintenance algorithm for Swiss machine manufacturer
• Developed customer churn and uplift modelling for Swiss insurance
• Modelled optimal operation plan for Swiss pumped storage power plant to provide NPV opinion for acquisition
• Led the development of emotion detection and facial recognition applications based on deep learning networks for PwC?s Experience Center
  • IoT and Machine Learning Lead. Driving business development and strategic partnerships in Industrial Industry and Internet of Things
  • Driving PwC?s apps integration into Siemens Mindsphere, GE Predix, Bosch IoT Suite
  • Initiator and Head of Expert Group on data integration, governance and sharing within the Data + Service Alliance
  • Leader of internationalization of Industrial Data Space to Switzerland
  • Actively managing cross-industry sales pipeline and acquiring engagements (sole Data Analytics and/or partnering with rest of PwC, also internationally)
  • Permanently leading team of up to five professionals focused on deep learning and IoT solution design and innovation, ad-hoc leading of larger agile, cross-functional project teams