Open to Work — Toronto, Canada 🇨🇦
Data & Business Analyst

Turning data into
decisions that land.

I analyse data AND translate findings into business requirements, process improvements, and recommendations stakeholders can act on. Canadian MSc · 3 years experience · No sponsorship required.

3+
Years experience
3
Portfolio projects
MSc
Canadian degree
102K+
Records analysed
Core tools
Python SQL Tableau Excel JIRA Agile

Portfolio

Three real projects.
Real data. Real findings.

Each project mirrors actual analyst work — not tutorials, not toy datasets. Built to show what I can do from day one.

Data Analyst
Olist E-Commerce Sales Analysis

End-to-end analysis of 99,441 real Brazilian e-commerce orders from Olist marketplace. Built Python ETL pipeline, loaded into MySQL, wrote 5 business SQL queries, and published an interactive Tableau dashboard.

  • Revenue grew 6× in 2017 — November peak of R$1.15M (Black Friday)
  • Health & Beauty top category at R$1.26M revenue
  • 75% of Brazilian states experience above-average delivery times
  • Delivery speed is #1 satisfaction driver: 4.41★ (fast) vs 3.01★ (slow)
Python Pandas MySQL Tableau Matplotlib Seaborn
99K
Orders
5
SQL Queries
Business Analyst
CRM Lead Alert System — BA Deliverable Package

Complete Business Analyst deliverable package for an automated CRM lead inactivity alert feature at a fictional Canadian retail company. Produced the full BA artifact suite from problem statement to UAT plan — ready for developer handoff.

  • Quantified business problem: $2.6M annual revenue at risk from cold leads
  • 8 user stories with Gherkin acceptance criteria (Given/When/Then)
  • As-Is and To-Be swimlane process flows in Lucidchart
  • Gap analysis with MoSCoW prioritisation framework
  • UAT plan with 7 test cases, defect classification, sign-off criteria
BRD User Stories Gherkin Lucidchart MoSCoW UAT PIPEDA
6
BA Documents
8
User Stories

Capabilities

Both sides of the analyst role.

Most analysts do one or the other. I do both — and the overlap is where the most valuable work happens.

📊 Data Analysis
Python Pandas NumPy SQL MySQL Tableau Excel Matplotlib ETL
📋 Business Analysis
BRD User Stories JIRA Confluence Agile/Scrum Process Mapping Gap Analysis UAT MoSCoW
🔀 Hybrid Strengths
KPI Frameworks Data Dictionaries Risk Modelling Stakeholder Mgmt Requirements Validation Executive Reporting
🛠️ Tools & Environment
VS Code Jupyter Git / GitHub MySQL Workbench Lucidchart Power BI Google Workspace

Background

Why I do both.

Most companies need someone who can pull the numbers AND know what to do with them. That's the role I've built toward.

I'm a Data & Business Analyst with nearly 3 years of professional experience across data analysis and business analysis roles, primarily at Cognizant Technology Solutions. I hold a Master of Science degree from Bishop's University, Canada — which means I understand Canadian business culture and workplace expectations from day one.

My work at Cognizant covered the full analyst spectrum: writing complex SQL queries and PL/SQL procedures, building Python data pipelines, gathering requirements from business stakeholders, documenting BRDs, and working within SDLC best practices. I engineered a performance optimisation solution that improved application efficiency by 40%.

I hold a PGWP (Post-Graduate Work Permit) — no sponsorship required. I'm actively seeking Data Analyst, Business Analyst, or hybrid DA/BA roles across Canada.

🎓
Canadian Master's Degree
MSc from Bishop's University, Canada. No cultural adjustment period — ready from day one.
🇨🇦
PGWP — No Sponsorship Required
Post-Graduate Work Permit holder. Full work authorisation across Canada.
💼
3 Years Professional Experience
Cognizant Technology Solutions — SQL, Python, PL/SQL, stakeholder management, SDLC.
🔀
Genuine DA + BA Hybrid
I use data to validate business requirements — and business context to ask better analytical questions.

Let's talk about your team's data needs.

Open to Data Analyst, Business Analyst, and hybrid DA/BA roles across Canada — Toronto, Vancouver, Ottawa, or remote. Contracts and full-time both considered.