
Dr. Franz Elsner
Skills
Timeline
Professional experience for Franz Elsner
- Current 3 years and 8 months, since Oct 2021
Chief Research Officer / Company founder
hema.to GmbH
- Directing and mentoring AI data scientists to develop an automated leukemia diagnostics tool. - Implementing QC processes to ensure robustness of ML models in medical applications. - Collaborating across different teams to align research with market needs. - Leading recruitment efforts to attract top talent. - Developing/executing strategic plans for AI initiatives. - Ensuring regulatory compliance (IVDD/IVDR); audit preparations. - Contributing to long-term company objectives and fundraising strategies.
- 3 years, Oct 2018 - Sep 2021
Chief Research Officer / Company founder
res mechanica GmbH
Implementing reinforcement learning algorithms to enhance marketing strategies: - Working as an AI consultant for companies in finance, insurance, and media. - Implementing RL-optimized campaign management at a leading bank. - Achieving a successful exit with the sale of company assets. Applying machine learning to task automation in the life sciences: - Designing ML models for the automated diagnosis of leukemia. - Establishing a separate company (hema.to) through the spin-off of the leukemia product.
- 2 years, Oct 2016 - Sep 2018
Wissenschaftlicher Mitarbeiter
Max-Planck-Institut für Astrophysik
- Developing novel techniques for the exploration of high-dimensional parameter spaces. - Simultaneous measurement of 10^7 correlated parameters. - Quantitative estimate of statistical uncertainties.
- 3 years, Oct 2013 - Sep 2016
Wissenschaftlicher Mitarbeiter
University College London
- Continuing my work for the Planck satellite experiment. - Developing of improved estimators for the data analysis of next generation optical telescopes. - Characterizing the statistical properties of these estimators using large numbers of simulations.
- 2 years and 10 months, Dec 2010 - Sep 2013
Wissenschaftlicher Mitarbeiter
Institut d'astrophysique de Paris
- Joining the international collaboration of the Planck space observatory. - Developing, implementing, and maintaining the software pipeline for the main analysis of Planck. - Deriving a statistical model of the data set. - Verifying the analysis pipeline using large numbers of simulations on some of the fastest supercomputers worldwide.
Educational background for Franz Elsner
- 3 years and 7 months, May 2007 - Nov 2010
Astrophysik
Max-Planck-Institut für Astrophysik
- 5 years and 1 month, Oct 2001 - Oct 2006
Physik
LMU München
Languages
English
Fluent
German
First language
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