• Analyzed BIXI's annual reports to identify areas of opportunity to increase revenue

  • Identified supplementary avenues aligning with the city's post-COVID mandate to assist small businessses and revitalize the downtown core. This included exploring potential tourism initiatives

  • Proposed revenue-generating opportunites, including designing tourist routes, contests for local residents, leveraging social media, and collaborating with advertising agencies

  • Employed SQL statements to extract data from APIs

  • Built a classification model to categorize wines by type, quality, and profitability

  • Created a predictive model to select profitable wines for a restaurant

TRIBE CANADA - Toronto, ON                                                                                                                                
Manager for Inclusive Education | Feb. 2021 - Present

  • Develop financial literacy programs and training for members of equity-deserving communities 

  • Partner with community groups to provide financial education

  • Apply skills and techniques to help motivate, engage, and move workshop participants to take positive financial action

CIBC - CANADIAN IMPERIAL BANK OF COMMERCE - Toronto, ON                                                
Client Loyalty Representative | Oct. 2018 - Sept. 2021

  • Increased team’s client experience score by 25% by achieving the highest individual client experience score through providing exceptional service

  • Resolved escalated issues, improved operations, and helped reduce customer churn

  • Served as ad-hoc trainer and progress leader to ensure the professional growth of new hires

Imperial Service Representative | Oct. 2016 - Oct. 2018

  • Provided pertinent insight to clients, team members and management through a comprehensive understanding of CIBC’s full range of financial products and services

  • Conducted research, gathered information from multiple sources and to offer needs-based solutions to clients based on the result of the analysis

  • Spearheaded bill payment investigations through compliance procedures

  • B.Eng. (Bachelor of Engineering, Manufacturing) - University of Ontario Institute of Technology 

Training + Certifications

  • Certificate in Data Analytics for Business Decisions - McGill University

  • Certificate in Business Analysis (IIBA) - Topron Consulting Inc.

End-to-End Data Analysis Projects

Career

Education

Skills

  • Extract Transform Load (ETL)

  • Data Cleaning + Preparation

  • Data Exploration + Analysis

  • Statistical Data Analysis

  • Data Visualization

  • Dashboard Development 

  • Insights Reporting + Delivery

  • SQL Querying

  • Predictive Modelling 

  • Regression Analysis

  • Classification

  • Business Analysis

  • Enhanced data quality and prepared variables for analysis by conducting data preprocessing and feature engineering on multiple datasets

  • Intergrated disparate datasets without a common key by leveraging geospatial data, enabling comprehensive analysis and insights

  • Developed a predictive model aimed at identifying high-risk fire areas for the upcoming month