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