Experience

• 

  Institut supérieur d'informatique et de gestion

  Sept 2002 - Jul 2003

  Instructor (statistics & probability)

  • Taught an undergraduate course of Statistics and Probability• Wrote course materials such as syllabus, lab sessions and handouts

• 

  Institut supérieur de gestion

  Sept 2004 - Aug 2008

  Instructor (data analysis)

  Taught an undergraduate course of Data AnalysisCourse content:Principal Components AnalysisCorrespondence AnalysisDiscriminant AnalysisHierarchical ClusteringK-Means Clustering K-NN ClusteringLinear AlgebraEnvironment: SPSS, SAS

• 

  Onpath business solutions

  Mar 2010 - Nov 2010

  Business development representative

  American Express Campaign

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  Statistics canada

  Jan 2011 - May 2011

  Analyst

  • Co-authored “Understanding Family Income Inequality using Income in Canada Tables” article• Suggested better measurements for income disparities• Environment: SAS, Stata, Statistics Canada RETrieve platform

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  Emploi et développement social canada (edsc) / employment and social development canada (esdc)

  May 2011 - Oct 2012

  Researcher

  • Wrote in-depth statistical reports for each major International Classification of Diseases (ICD) 9 category• Identified data quality issues and trends• Modeled with time series data (Logistic Regression (cross-sectional), ARIMA, Forecasting, ECM)• Extracted data using Data Cubes for analysis• Environment: SPSS, SAS

• 

  Canada mortgage and housing corporation

  Dec 2012 - Apr 2013

  Senior researcher

  • Contributed in the analysis that led to publication of “Canadian Housing Observer”• Studied the changing characteristics of the existing rental housing stock and the socio-economic profile of renter households in the moderate income group (fourth quintile)• Analyzed requests and developed advanced quantitative modelling and forecasting tools and programs to help in the analysis of economic and housing markets issues.• Environment: SAS

• 

  Government of ontario

  May 2013 - Aug 2013

  Senior research and data analyst

  • Analyzed data and wrote statistical profiles on Francophones in Ontario• Worked with corporate performance measurement • Liaised with all Ontario government ministries on matters related to statistics• Environment: Access

• 

  Legal aid ontario

  Aug 2013 - Apr 2024

  • Develop statistical, econometric and Machine Learning models such as ANOVA, PCA, ARIMAX, Regression, Neural Networks, kNN,Data Envelopment Analysis, Stochastic Frontier Analysis, NLP sentiment analysis to analyze and forecast data on legal aid services • Advise other departments on statistical methodologies (auditing, surveys)• Administer and analyze surveys through different channels and platforms• Query data from different databases, manipulate and merge multiple data sets for analysis• Give presentations to Executive Management Committee• Assist LAO with establishing an organization-wide strategy for “Open Data Initiative “• Participate in different committees where statistics expertise is needed • Environment: SPSS, SAS, R, Python, Oracle SQL Show less

  • Senior Consultant, Statistics & Analytics

    Oct 2020 - Apr 2024

  • Statistician

    Aug 2013 - Oct 2020
• 

  Ryerson university

  Sept 2017 - Dec 2018

  Instructor, big data analytics

  CIND 119 Introduction to Big Data CIND 123 Data Analytics: Basic MethodsCMTH 642 Data Analytics: Advanced MethodsCKME 136 Data Analytics: Capstone Course

• 

  Sheridan college

  May 2018 - Dec 2022

  Instructor, data science

  Design and teach the Data Science Capstone Project course through lectures and Labs.Help and guide students with their Data Science projects.https://caps.sheridancollege.ca/products/INFO70042__DataScienceAppliedProject.aspx

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  Mcmaster university

  Sept 2018 - Apr 2024

  Instructor, deep learning
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  University canada west

  Oct 2022 - Apr 2024

  Course instructor, business analytics
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  University of niagara falls canada

  Apr 2024 - now

  Associate professor, master of data analytics program
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  Attorney general | procureur général

  May 2025 - now

  Senior methodologist