Qingzong Tseng (CENTURI Multi-engineering platform)
Data analyst – image data processing
February 2020 - present | Data analyst – image data processing (Research engineer), CENTURI multi-engineering platform, Aix-Marseille Université, France
2016 - 2019 | R&D Manager, AeonAstron, Taiwan
2013 - 2015 | Application Scientist / R&D Manager, Micareo Co. Ltd.,Taiwan
2011 - 2013 | Postdoctoral fellow, European Molecular Biology Laboratory (EMBL), Germany
2008 - 2011 | PhD., Cytomorpho Lab (CEA) / Université de Grenoble I (UJF), France
2006 - 2008 | MSc., Institut Curie (UMR168), École Normale Supérieure de Cachan, France
I have a PhD in biophysics focusing on analysis of cellular images, automatic microscopy and characterizing cell-cell / cell-ECM interaction within multicellular architecture. Afterward, I have been working on data mining, implementing machine learning pipeline and microfluidic imaging cytometer instrumentation in both academia and biotech industry. I am enthusiastic about prototyping and developing image processing algorithm for microscopy data (ImageJ/FIJI). I am also proficient in statistical programming, machine learning and data visualization using R and Python.
At CENTURI, I look forward to participating and helping people in imaging and data analysis related projects. I would also like to bring modern vision analysis tools to the biological research community especially the machine learning and deep learning methods.
Apart from research, during my 7+ years in the private sector, I have also built strong expertise in medical device regulatory standards and quality systems (ISO13485, FDA QSR, PIC/S GMP etc.), as well as product development in IVD and biomaterial implants.
Keywords: Traction Force Microscopy, Particle Imaging Velocimetry (PIV), Template Matching, Image Segmentation, Data Visualization, Machine Learning, Time-series Analysis, Image Cytometer, Signal Processing