- Helping scientists and research managers at the ETH assess impact of the research work through bibliometric analysis, meaningful metrics and human-centered interpretation. - Designing and implementing new data-science services for scientometrics, based on large bibliometric and altmetric datasets.

- Data journalism and data storytelling - Data visualization, visual analytics, dashboards, data stories - Consulting on machine learning and advanced analytics projects - tools evaluation, product design, prototyping- Workshop facilitator - collaborative methods (Design Thinking, Design Sprint, EventStorming...) for user research, requirements collection, discovery and evaluation of prototypes - Workshops on data visualization, data storytelling and AI/ML- Teaching… Show more - Data journalism and data storytelling - Data visualization, visual analytics, dashboards, data stories - Consulting on machine learning and advanced analytics projects - tools evaluation, product design, prototyping- Workshop facilitator - collaborative methods (Design Thinking, Design Sprint, EventStorming...) for user research, requirements collection, discovery and evaluation of prototypes - Workshops on data visualization, data storytelling and AI/ML- Teaching, coaching, tutoring, giving talks - Organisation of events Show less

As of 2023, Litix became Xurce.

- Developing visual analytics solutions for clinical data management systems (UX research, user requirements, analytics translation, dashboard prototyping)- Maintaining product backlog of data visualization functionalities, coordinating work with the development team and other business stakeholders

- Support of the biggest internal cognitive platform in machine learning use case, usability testing and usage evaluation - Managing of and participation in a deep learning POC, led in international collaboration with partners from insurance and tech - Participation in model development for text classification and image recognition using open source (Python, tensorflow, keras, scikit-learn, pandas, seaborn etc.) and closed source technologies - Ad-hoc data analysis using… Show more - Support of the biggest internal cognitive platform in machine learning use case, usability testing and usage evaluation - Managing of and participation in a deep learning POC, led in international collaboration with partners from insurance and tech - Participation in model development for text classification and image recognition using open source (Python, tensorflow, keras, scikit-learn, pandas, seaborn etc.) and closed source technologies - Ad-hoc data analysis using data-scientific techniques - Data visualization using novel graphical representations; communication and presentation of results to different stakeholders - Providing consultancy on adequate machine learning solutions for business use cases - Support in the process of digital transformation - Interaction with business partners with varying degree of technical expertise, educational work on different aspects of AI, AI evangelism - Supervision of trainees Show less

Main areas of expertise: - Design and building of experimental setups (conceptual scheme, signal-to-noise estimation, choice of equipment, custom modifications to the available hardware, testing, computer control of devices, coordination between engineers, manufacturers and scientists)- Advanced data analysis and modeling (extraction of information from large datasets, automated feature recognition in curves and images, signal extraction with and without underlying physical model… Show more Main areas of expertise: - Design and building of experimental setups (conceptual scheme, signal-to-noise estimation, choice of equipment, custom modifications to the available hardware, testing, computer control of devices, coordination between engineers, manufacturers and scientists)- Advanced data analysis and modeling (extraction of information from large datasets, automated feature recognition in curves and images, signal extraction with and without underlying physical model, choice of algorithms, scripting for automated analysis, estimation of significance, data interpretation, statistical analysis)- Hands-on experience with ultrafast lasers, vacuum and cryogenic technology- Experiments at large-scale x-ray facilities (synchrotrons, free-electron lasers) in Switzerland, UK, USA, Japan - Development of data acquisition software- Writing of scientific papers (1st author of a publication in “Science”)Scope of the work: manipulation of properties of crystalline materials using non-thermal laser excitation on the ultrafast time scale.Read my PhD Thesis here: http://e-collection.library.ethz.ch/view/eth:49618 Show less