Research, teaching
Resume:
Karima SELMANI BOUAYOUNE
App **, *e rue de la pointe, Shawinigan,
G9N 1J6, Canada
*.*******.*********@*****.***
******.*******-**********@****.**
Profile
Professional in research and higher education, specialized in mathematics, statistics, AI and data analysis, with a solid background in industrial development, risk analysis, prediction, forecasting and making decision.
University Experiences
Postdoctoral Research
Automatic cost estimation system for carpentry from plans and specification
In progress
Lecturer
-Lecturer at the CLI (Institutional Liaison Committee)
-Department of Applied Sciences- Université du Québec à Chicoutimi (UQAC)
RESEARCH AND CREATION INTEGRATION PROJECT:
Automatic cost estimation system for carpentry from plans and specification
-Department of Computer Science and Mathematics - Université du Québec à Chicoutimi (UQAC)
2024-2026
-Teaching of Mathematics Courses:
-Advanced Calculus
-Real analysis
-Vector and matrix algebra
Postdoctoral Research
Technology Park - Department of Applied Sciences: Université de Québec à Chicoutimi (UQAC)
2023-2024
Project in partnership with Rio Tinto:
Monitoring of greenhouse emissions in aluminium production
Data analysis using statistical calculations on software such as Excel, Python, JMP and Minitab
Results on signal segmentation with descriptive statistics
Doctoral internship
RISK & PERFORMANCE CENTRE: ECOLE POLYTECHNIQUE DE MONTRÉAL, Canada
11/2012 -02/2013
Identify the interplay between maintaining a system in operational conditions and resilience
Test the continuity plan to ensure the return to normal under safe operating conditions
Internship
04/2008 - 07/2008
Laboratory LISTIC, Annecy, France
Realization of studies on industrial performance, the Balanced Scorecard and risk management
Study application on Alcatel Adixen's quality, logistics and production services
Non-Academic Experience
Trainer
SKILLART Consulting, Rabat, Maroc
Design and delivery of advanced training courses in data analysis
Artificial Intelligence Training
DBMS and SQL training
Training in statistics and its tools such as Excel, R, Python, SPSS
Training in geographic information systems (GIS) and software: QGIS and ArcGIS.
Data visualization training with Tableau and Power BI
06/2016-12/2022
Project Manager
Benarko Company, Fez, Morocco
IT Project Management in Fez
January 2022
Academic Training
Master en Leadership
Institute of Applied Sciences
SWISS UMEF-Geneva – Switzerland
2023
Doctorate in Engineering Science and Technology
Mohammadia School of Engineering- Rabat- Morocco
Industrial Risk Management Team
Theme: "Maintenance in Operational Conditions (MCO) and its interactions with operational safety and Resilience: Application to a railway system and an Urban system"
2019
Master's Degree (equivalent to Master's Degree) in Information Systems and Industrial Management
Sidi Mohamed Ben Abdellah University - Fez, "Faculty of Sciences"
2010
Bachelor's degree (equivalent to Baccalaureate) in Applied Mathematics (Statistics)
Mohamed V University- Rabat, Faculty of Sciences
2006
Key Competencies
Mathematics: Algebra, matrices, vector, calculus, Number theory, Analysis, topology, integration, differential calculus, mathematical programming, numerical analysis, Newton methods derivation, advanced calculus, Arithmetic, Algorithmics, Optimization, Operations research, Cryptography, Geometry
Mathematics Statistics: probability laws, sampling, random variables, stochastic processes, Markov chain, martingale, spatial statistics, prediction and decision-making.
Data Analysis and Modeling : Descriptive Statistics, Regression, Probability, ACP, AFC, AFD, Time Series, Simulation, Estimation, Analysis of Variance (ANOVA), Hypothesis Testing (T, F), Segmentation, Clustering, Decision Trees, cleaning data, treatment data, EDA, Validation, prediction, visualization, making decision.
Artificial intelligence techniques: LLM, machine learning, NLP, Pytorch, OpenCV, GitHub, Pandas, Nympy.Neural networks, K-Means, decision tree
Development Methodologies : UML, optimization, design and model-oriented, GIS
Programming Languages : Python, SQL, SAS, SPSS, JAVA, C, R, HTML.
Project management : Dashboard, PDCA, SWOT, PESTEL matrix, strategic planning.
Risk Management and Reliability : FMEA, ISO 9001/14001/18001, Six Sigma, Ishikawa analysis, ERP, feedback, continuous improvement.
Visualization Tools : JMP, Minitab, Tableau, Power BI, QGIS, MapInfo, Excel.
Publications
Newspaper Articles (Indexed Scopus):
[1] Karima SELMANI BOUAYOUNE & al; Maintaining the water consumption, in an urban system: A probabilistic approach is applied; Journal of Water And Land Development, 2017, No. 33 (IV–VI): 157–164, PL ISSN 1429–7426; DOI: https://doi.org/10.1515/jwld-2017-0031
[2] Karima SELMANI BOUAYOUNE & al; A Stochastic method based on the Markov Model of Unit Jump for Analyzing Cack Jump in a Material ; International Journal of Technology (2017) Vol. 8, No. 4, pp: 622 633, ISSN 2086 9614; DOI: https://ijtech.eng.ui.ac.id/article/view/582
Conference Papers:
[3] Karima SELMANI BOUAYOUNE ; A Forecasting Methodology based on growth models, for assessing performance: Application on the Moroccan Railway; International Conference of Times Series and Forecasting (2018),Vol.3, pp :1443-1449, Granada, Spain; https://itise.ugr.es/ITISE2018_Papers_Vol_3.pdf
[4] Karima SELMANI BOUAYOUNE & al; A new methodology, based on errors analysis, for preventing railway system reliability; International Workshop on Transportation and Supply Chain Engineering (2016), International University of Rabat. Morocco.
[5] Karima SELMANI BOUAYOUNE & al; A Strategy of Maintain in Operational Conditions (MCO), to improve the Resilience; 1st International conference on Mechanics of Materials and Structures (2014), Marrakech, Morocco.
Improvement
Certificate in the Quebec Scientific Entrepreneurship Program - QcSE
2024
Insurance training for financial advice
Premerica Company, Quebec
2024
Advanced English course (120 hours)
2024
Nevy’s Language School, Toronto, Canada
Summer School, Aluminium Training,
Laval University, Quebec
2023
Languages
French:
Advanced Level
English:
Intermediate Level
Arabic:
Mother tongue
Hobbies and Interests
Sport (training and gymnastics), cinema, literature.
Contact this candidate