Yulia Kalugina
Laval
Summary
Experienced with conducting rigorous scientific investigations and employing advanced research methodologies. Utilizes critical thinking and analytical skills to drive research initiatives. Knowledge of collaboration and teamwork essential for achieving research objectives.
Overview
15
15
years of professional experience
1
1
Certification
Work History
Scientific researcher (remote)
Tomsk State University
01.2010 - 12.2024
- Process large data sets and finding analytical representation of complex processes and characteristics
- Study of the energetic and electrical characteristics of molecules and van der Waals complexes, construction of potential energy, dipole moment and multidimensional polarizability using nonlinear regression methods
- Quantum chemical ab initio calculations
- Publication of articles in scientific journals
Machine learning Intern
Iristel
07.2022 - 01.2023
- Company Overview: Iristel (telecommunications)
- Project 1: Micro Service creation for transcription of audio files with consecutive sentiment analysis (NLP)
- Project 2: Topic Modelling for Email queue
Professional Researcher
University of Sherbrooke
01.2018 - 01.2022
- Processing large data sets, data visualization, predicting trends, finding analytical representation of multidimensional functions
- Study of the energy characteristics of complex molecular systems, construction of multidimensional potential energy surfaces using nonlinear regression methods
- Quantum chemical ab initio calculations
- Publication of articles in scientific journals
Postdoc
University of Waterloo
01.2016 - 01.2017
- Theoretical investigation of the energetic and electrical characteristics of molecules trapped in the C60 fullerene, construction of potential energy and dipole moment in 5 dimensions using least squares fit method, analysis of the analytical form of functions
- Quantum chemical ab initio calculations
- Molecular Dynamics (Monte Carlo) Path Integral (PIMC)
- Publication of articles in scientific journals
Postdoc
University of New Brunswick
01.2013 - 01.2014
- Study of the electrical characteristics of molecules with quantum chemical methods
Postdoc
University of Le Havre
01.2011 - 01.2013
- Study of molecules of astrophysical interest
- Rotational and vibrational excitation rate calculations for molecules colliding with H2/He/H
- Calculation of multidimensional potential energy surfaces
Education
AEC Technical Specialisation - Artificial Intelligence
Collège Bois-de-Boulogne
Montréal, QC01.2022
PhD - Chemical Physics
University of Burgundy, Institute Carnot de Bourgogne
Dijon, France01.2010
Master - Physics
Tomsk State University
Tomsk, Russia01.2007
Bac - Physics
Tomsk State University
Tomsk, Russia01.2005
Skills
- Python
- Pandas
- Numpy
- Scikit-learn
- NLTK
- Matplotlib
- Seaborn
- TensorFlow/Keras
- PyTorch
- Fortran
- C
- SQL
- GitLab
- Google Cloud Storage
- Azure
- AWS
- Docker
- Tableau
- Grid computing
- Windows
- Linux
Certification
- Deep Learning Workshop: Applied Computer Vision, 11/01/22, IVADO, Montreal QC
- Oracle database: administration and programming - Niveau 1, 12/01/22
Languages
English
Native or Bilingual
French
Professional Working
Russian
Native or Bilingual
Hobbies and Interests
- AI
- Data
- Physics
- Chemistry
Awards
2018, L’Oréal-UNESCO for Women in Science (National Scholarship)
Timeline
Machine learning Intern
Iristel
07.2022 - 01.2023
Professional Researcher
University of Sherbrooke
01.2018 - 01.2022
Postdoc
University of Waterloo
01.2016 - 01.2017
Postdoc
University of New Brunswick
01.2013 - 01.2014
Postdoc
University of Le Havre
01.2011 - 01.2013
Scientific researcher (remote)
Tomsk State University
01.2010 - 12.2024
PhD - Chemical Physics
University of Burgundy, Institute Carnot de Bourgogne
Master - Physics
Tomsk State University
Bac - Physics
Tomsk State University
AEC Technical Specialisation - Artificial Intelligence
Collège Bois-de-Boulogne
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