Luiza Bondar Email & Phone Number

Eindhoven, NB, NL

Utrecht, Netherlands

• data science to measure KPIs from telemetry data of an autonomous venipuncture device
• software development in Python

Eindhoven Area

• 2020 - 2023 Philips Research - Medical Image Processing and Analytics Department - Hamburg
• developed prototypes with AI for for cardiology, radiology, and radiotherapy products
• innovations and patents 2016 - 2020 Philips Research - Oncology Solutions / Oncology Department - Eindhoven (first 1.5 year as contractor via TMC)
• image processing, machine learning, outcome prediction, mathematical optimization
• consultancy on radiotherapy

Brussels Area, Belgium

• iMagX: former PPPs between Ion Beam Applications S.A. and UCLouvainMy stay at iMagX was fully funded from a BEWARE fellowship grant which I won.
• ML algorithms to predict range errors from prompt gamma camera signals
• unsupervised ML algorithms to model patterns of internal organ motion in patients
• research management including grant writing and supervision of 3 junior scientific researchers

Utrecht Area, Netherlands

• data science and algorithm development including unsupervised machine learning and image processin
• scientific publication output (2 publications)

Rotterdam Area, Netherlands

• I developed and deployed ML predictive models for treatment of real patients. ML models improved treatment accuracy by 30% for hundreds of patients.
• implementation & validation of ML algorithms for motion prediction
• data analytics of patient data
• integration of algorithms in clinical production workflow
• hands on work in the clinic with the use of own code for actual patient treatment (1 year)
• scientific publication output (15 publications)

Eindhoven Area, Netherlands

• Ph.D. research in modelling and simulation of laminar flames in central heating devices.
• novel algorithms to simulate combustion processes
• teacher of Linear Algebra course (2 years) for pre-master students
• scientific output: publications (3) and Ph.D. thesis with title "Acoustically Perturbed Bunsen flames: Modelling, Analytical Investigations and Numerical Simulations".

Ph.D., Applied Mathematics

scientific computing, level set method, computational physics, C++

Erasmus Student / 1 Semester, Mathematics

B.Sc. And M.Sc., Mathematics

Part-Time Education Program, Computer Science

2-year part-time education program in Computer Science with final graduation project and diploma. Courses covered basics of programming.

Education record