- Strategic capacity planning in the biopharmaceutical industry under demand and yield uncertainty. (Talk / GPOM Workshop Summer 2023) 2023 more…
- Increasing the Productivity of a Multi-Stage Biomanufacturing Process Using MDP Modelling. (Talk / INFORMS Annual Meeting 2023 (Phoenix, USA)) 2023 more…
- Fermentation and purification process data boost the production of biopharmaceuticals. (Talk / GPOM Workshop Winter 2023) 2023 more…
- Stochastic optimization of biopharmaceutical operations using MDP. (Talk / 29th QBWL Workshop, Beilngries (Germany)) 2019 more…

Research interests
- Supply chain design & planning
- Mathematical modelling & optimization
- Pharmaceutical & biotechnology industry
Employment
09/2017 - 09/2024 | Research associate Chair of Production & Supply Chain Management, Technical University of Munich, Germany |
02/2014 - 06/2017 | Strategy consultant in operations & healthcare PwC Strategy& GmbH, Germany |
Education
10/2010 - 12/2013 | M.Sc. in Industrial Biotechnology Technical University of Munich, Germany |
10/2007 - 09/2010 | B.Sc. in Molecular Biotechnology Technical University of Munich, Germany |
Conference contributions
Student project supervisions
- Strategic capacity planning in the biopharmaceutical industry under demand and yield uncertainty. , 2024 more…
- Strategic Capacity Planning in the Biopharmaceutical Industry Under Demand and Capacity Uncertainty. Master thesis, 2023 more…
- Capacity Planning Under Clinical Trial and Learning Rate Uncertainty in the Pharmaceutical Industry. Master thesis, 2022 more…
- Capacity Planning in Biopharmaceutical Diagnostics Operations Considering Shelf-Life. Master thesis, 2022 more…
- Reinforcement learning approach for biopharmaceutical production scheduling. Master thesis, 2022 more…
- Production Planning and Inventory Management in Diagnostics Operations. Master thesis, 2021 more…
- Stochastic Optimization of Biopharmaceutical Operations Using Reinforcement Learning. Master thesis, 2021 more…
- A Reinforcement Learning Approach to Bio-Pharmaceutical Production Operations. Master thesis, 2021 more…
- Stochastic optimization of bioreactor control policies using Markov decision process model. Master thesis, 2019 more…
- Workforce scheduling on assembly lines with qualification and training constraints. Master thesis, 2019 more…
- Capacity planning for a global biopharma contract manufacturer. Master thesis, 2019 more…
- Development and implementation of a mixed-integer linear programming (MILP) model to automatize production scheduling in the biopharmaceutical industry. Master thesis, 2019 more…
- Impact of operational decisions on the bioreactor time-space-yield. Master thesis, 2019 more…
- Uncertainty modelling in biopharmaceutical production. Master thesis, 2019 more…
- Classifying & modelling setups and cleanings in biopharmaceutical production scheduling. Master thesis, 2018 more…
- Production planning in a pharmaceutical packaging plant - an industry case study. Master thesis, 2018 more…
- Production scheduling of biopharmaceutical batch plant operations. Master thesis, 2018 more…
- Lot routing using distributed and flexible job-shop scheduling: an industry case study. Master thesis, 2018 more…
- Strategic capacity planning in the biopharmaceutical industry under demand and yield uncertainty: A multi-stage stochastic programming approach. Bachelor thesis, 2023 more…
- Integrated optimization of biopharmaceutical upstream and downstream processing using a MILP modelling approach. Bachelor thesis, 2022 more…
- Outsourcing Implications in a Biopharmaceutical Supply Chain. , 2019 more…
- Production and personnel scheduling in the biopharmaceutical industry. Bachelor thesis, 2019 more…
- Classifying and modelling of changeovers in biopharmaceutical production scheduling. Bachelor thesis, 2018 more…
- Optimization of the inbound delivery lead time at the BMW AG supply hub in Regensburg. Bachelor thesis, 2018 more…
- Disposable Production Technology in the Biopharmaceutical Industry. Bachelor thesis, 2018 more…
- Effectiveness of the regulatory approach against counterfeits in the German pharmaceutical supply chain. Bachelor thesis, 2018 more…
- Integrated modelling of quality control and production processes in biopharmaceutical production. Bachelor thesis, 2018 more…
- Introducing a Lead Time in Online Production Scheduling: Exploiting Correlated Uncertainties in Biomanufacturing. IDP-Arbeit, 2024 more…
- Optimization of a Biopharmaceutical Production Process using (Deep) Reinforcement Learning. IDP-Arbeit, 2023 more…
- Production Planning in Biopharmaceutical Operations using Deep Reinforcement Learning. IDP-Arbeit, 2022 more…