I turn data into
decisions that land.
I analyse data AND translate findings into business requirements, process improvements, and recommendations teams can act on immediately. Canadian MSc · Nearly 3 years experience · No sponsorship required.
Three real projects.
Real data. Real findings.
Each project mirrors actual analyst work — not tutorials, not toy datasets. Built to prove what I can do from day one.
Built a complete public health intelligence system on 102,766 real City of Toronto DineSafe inspection records. Engineered a custom risk scoring model in Python, wrote 8 business SQL queries, built a Tableau dashboard, and delivered a full BA documentation package including BRD, KPI framework, user stories, and 5 business recommendations.
- 83.7% overall compliance rate — 443 closure orders in analysis period (Nov 2023–Jun 2026)
- 764 High Risk establishments identified (5% of 15,221 active restaurants)
- 5C Maintenance violations account for 46% of all violations citywide
- Kasa Moto (115 Yorkville Ave) — highest violation count: 35 in 12 months
- August 2024 lowest monthly pass rate at 79.5% — seasonal risk finding from SQL Query 6
End-to-end analysis of 99,441 real Brazilian e-commerce orders from the Olist marketplace. Built Python ETL pipeline, loaded into MySQL, wrote 5 business SQL queries, and published an interactive Tableau dashboard showing revenue trends, delivery performance, and customer satisfaction insights.
- Revenue grew 6× in 2017 — November peak at R$1.15M driven by Black Friday
- Health & Beauty top category at R$1.26M in revenue
- 75% of Brazilian states experience above-average delivery times
- Delivery speed is the #1 satisfaction driver: 4.41★ (fast) vs 3.01★ (slow)
Complete Business Analyst deliverable package for an automated CRM lead inactivity alert feature. Produced the full BA artifact suite from problem statement to UAT plan — quantified the business problem at $2.6M annual revenue risk and designed a solution ready for developer handoff.
- Business problem quantified: $2.6M annual revenue at risk from cold leads
- 8 user stories in Gherkin format (Given/When/Then) with edge case acceptance criteria
- As-Is and To-Be swimlane process flows showing the gap and the solution
- Gap analysis with MoSCoW prioritisation — Must/Should/Could/Won't Have
- UAT plan with 7 test cases, defect severity classification, and sign-off criteria
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.
Why I do both.
Most companies need someone who can pull the numbers AND know what to do with them. That is the role I have built toward.
I am 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 am actively seeking Data Analyst, Business Analyst, or hybrid DA/BA roles across Canada — Toronto, Vancouver, Ottawa, or remote.
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.