Open to work · Toronto · Vancouver

Master's in AI Management · BI & Analytics · Retail · Finance. Turning messy data into decisions people actually use.

Tiffany
Available for roles
MMAI · Schulich
Toronto · Vancouver
English · 中文
About Me
Analytical by nature,
curious by habit.

I'm a data analyst and BI specialist based in Toronto, with a Master's in AI Management from Schulich School of Business and a CS undergrad from UBC.

I've built dashboards that drove real business outcomes — at DotCompass, the KPI dashboards I designed across regional sales, instructor quality, and sales rep performance contributed to a 350% increase in course sales.

I care about retail analytics, finance BI, and making data legible for the people who need it most. I'm most energized when the work connects to something real and everyday — the kind of data that shapes how people shop, invest, and grow.

0%
Sales growth tied to KPI dashboards
0+
End-to-end BI dashboards built
MMAI
Schulich School of Business
UBC
B.Sc. Computer Science
Experience
Where I've worked.
2020 – 2023

Product & Operation Analyst

DotCompass · Vancouver, BC

Built three KPI dashboards covering regional sales, instructor quality, and sales rep analytics. Contributed to a 350% increase in course sales.

Tableau / Power BI Excel KPI Design Stakeholder Mgmt
Read more
2024 - 2025

AI Consultant Analyst

RBC & Schulich Capstone · Toronto, ON

Industry capstone with RBC focused on AI and machine learning applications in financial services.

Python Machine Learning Financial Data Pandas / NumPy
Read more
Projects
Work I'm proud of.

Business & Analytics

📊

Sales KPI Dashboard Suite

Three interconnected dashboards enabling data-driven coaching and 350% sales growth at DotCompass.

Tableau SQL Data Modeling
Read more
🗺️

Toronto Neighbourhood Crime Trends

Interactive Tableau dashboard visualizing crime trends across Toronto neighbourhoods with temporal and geographic breakdowns.

Tableau Data Visualization GIS
Read more
🏪

Walmart Canada Product Design Case

Strategic product design analysis for Walmart Canada — pricing, placement, and customer journey.

Retail Analytics Strategy Product Design
Read more

Technical Projects

🛒

Consumer Recommendation Model

ML-based product recommendation engine for retail analytics using collaborative filtering.

Python Scikit-learn Pandas
Read more
🏠

Airbnb Price Prediction

Machine learning model to predict Airbnb listing prices using property features, location data, and market trends.

Python Scikit-learn SHAP
Read more
🦷

Denti-Smart

AI application for public oral health — built during a Hackathon, combining computer vision with a public health go-to-market pitch.

Computer Vision PyTorch Hackathon
Read more
Skills
Tools of the trade.

SQL & Databases

SQL
BigQuery
Window Functions
CTEs & Subqueries

Python & Analytics

Python / Pandas
NumPy
Scikit-learn
Data Visualization

BI & Reporting

Tableau
Power BI
MicroStrategy
KPI Design

Domain

Retail Analytics
Finance BI
Sales Operations
Stakeholder Mgmt
Beyond the data
Dog lover & Rescue Volunteer
May & Cola
May & Cola ● My dog
Benjo
Benjo ● Adopted
Captain
Captain ● Adopted
Bobo
Bobo ● Seeking home

We share this planet with creatures who ask for so little and give back so much.
I foster dogs in transition, coordinate their journeys to forever homes, and run social media to make sure their faces reach the right people.

9+ Dogs fostered
20+ Transports coordinated
Love given
Contact

Let's work together.

Open to full-time roles aross Canada.