Teodora Stei
Machine Learning Researcher | Neuroscience
Salary / Daily rate
Paris, France
Freelance, open to permanent contract
Skills
Languages
About me
Intro
ML researcher specializing in neuroscience with 2+ years applying AI to brain data analysis. Developed epilepsy seizure detection algorithms and analyzed complex neurological datasets including fMRI, ECoG recordings. Expert in Python/PyTorch/MATLAB for medical imaging and computational neuroscience projects.
Work experience
Machine Learning for Detecting Mind-Wandering Through Behavioural and Pupillary Data
Institut du Cerveau – Paris Brain Institute
Jan 2025 - Present
1 year 10 months
Paris, France
Machine Learning Researcher | fMRI Data Analysis & Functional Connectivity Modeling
Inria
Sep 2024 - Jan 2025
5 months
06410 Biot, France
Machine Learning Researcher | Epilepsy Seizure Detection
IPMC CNRS-U. NICE SOPHIA
Mar 2024 - Oct 2024
8 months
Nice, France
- Develop an algorithm for detection & predicting epilepsy seizures - Analyze and read the data from 10h EcoG recordings and discover the patterns, artefacts and features of the signal - Assist with the mathematical proof of the fuzzy entropy - Conduct a comprehensive literature review on epilepsy, genetics and entropy - Validate, clean and restructure data from different mouse types and genetically modified mice - Collaborating on standards for procedures and component requirements
QA Automation Engineer
Fortech
Sep 2022 - Oct 2023
1 year 2 months
Cluj-Napoca, Romania
- Creating and maintaining automation tests using Java, Selenium and Cucumber - Executing and reporting of automated tests (regression, tests, smoke tests, end-to-end) - Started from scratch the automation framework - Wrote different test plans, test case designs and bug reports - Developed automated tests for test cases and integrated them into test suite - Performed regression testing on new builds - Exploratory testing, negative testing, acceptance testing, usability testing
QA Engineer
UMT Software is now North Highland
Jun 2022 - Oct 2022
5 months
Cluj-Napoca, Romania
Education
Université Côte d'Azur
Master 2 (M2)
2023 - 2025
1 year 11 months
University of Oxford
Machine Learning Summer School
2024 - 2024
1 month
Babes-Bolyai University
Computer Science and Economics