Summary
Diana Mandache is a Research Engineer based in Paris with eight years of experience at the intersection of biomedical AI and medical devices, holding a PhD in Informatics. She has led end-to-end development of interpretable, point-of-care diagnostic models—from clinical data collection and database design to model validation—at LLTECH and now works on imageomics for targeted therapy in digestive cancers with the HeKA team and AP-HP. Her background combines deep learning for medical imaging (FFOCT skin cancer work at Institut Pasteur) with hands-on teaching and course delivery, making her both a practitioner and mentor. Notably, she blends rigorous academic research with product-focused R&D, emphasizing model interpretability and transparent clinical workflows.
8 years of coding experience
5 years of employment as a software developer
Doctor of Philosophy - PhD Informatics, Doctor of Philosophy - PhD Informatics at Sorbonne Université
Baccalaureate Mathematics and Computer Science, Baccalaureate Mathematics and Computer Science at Fratii Buzesti National College
Engineer's degree Computer Science, Engineer's degree Computer Science at Faculty of Automation, Computers and Electronics, University of Craiova, Romania
Master of Science - MS Image Processing, Master of Science - MS Image Processing at Pierre and Marie Curie University
English, French, Romanian, Spanish