Zacharie Irace

I am a former postdoctoral researcher in academia (qualified CNU, section 61: Computer Science, Control Engineering and Signal Processing).

I am approved as an "Independent Scientific Expert" by the Ministry of Higher Education, Research and Innovation (MESRI). You can therefore claim a 30% refund of my fees in the form of Research Tax Credit (CIR) if you have me work on an R&D project.

I work with all types of data (image, medical imaging, multispectral imaging, sound, video, sensors, dataseries...).

I am used to working with very noisy or incomplete data, for which standard algorithms struggle to perform.

I master a wide variety of tools:

- Mathematics: algebra, analysis, probability, predictive statistics, statistical inference, modeling, inverse problems, optimization...

- Machine Learning: supervised/unsupervised learning, Bayesian models, MCMC, neural networks, deep learning...

- Computer Vision: segmentation, tracking, detection, classification...

Beyond the simple implementation of existing algorithms, I am capable of developing, with scientific rigor, original methods to provide tailor-made solutions to the problems posed. I have a strong interest in the business aspect and I place great importance on the signal acquisition and training process.

I am of course very familiar with research methodology (state-of-the-art study, testing phase, writing articles or technical reports, popularization, reviewing).

Also, I have taught computer science at the higher education level (hundreds of hours). Although it is not my core business, I have excellent skills in software development (primarily Java, Kotlin, and Python) or web programming (primarily backend: Django Rest Framework (DRF), FastAPI, relational algebra, databases).