Summary

My background doesn't fit a standard box. Pharmacy degree, life sciences consulting, pricing analytics, an Ivey masters, and a habit of building things in my spare time. I've been piecing together a path at the intersection of data, strategy, and technology, because that's where the interesting problems live.

I care about data quality the way a pharmacist cares about dosage. Get it wrong once and it compounds. I've flagged issues other teams walked past, built tools to automate what was being done by hand, and worked on projects where the stakes were real. That's the standard I hold myself to.

Open to consulting, analytics, and operations roles in Canada. If you want to talk, my inbox is open.


Work Experience

Associate Business
Analyst

Global Pricing Innovations (2022 - 24)

Structured 4.4M+ SaaS product data points by referring to international reference pricing frameworks using Excel and SQL, enabling efficient decision-making for clients to make decisions for international markets

Trained 6 cross-functional team members on data validation tools and processes, fostering alignment and reducing discrepancies in client deliverables

Collaborated with automation teams to redesign workflows for global data pipelines, minimizing manual intervention and accelerating client report generation

Designed a data validation tool in a week to flag and resolve 100K+ inconsistencies in datasets, increasing the accuracy of insights for global clients by 20%

Business Development Executive

Themis Medicare (2022)

Identified unmet market needs across different therapeutic areas through market analysis using industry data, leading to the launch of two pharmaceutical products that increased revenue by CAD 160,000

Developed B2B partnerships with key stakeholders, establishing a pipeline for long-term revenue growth of CAD 480,000 and market expansion

Implemented digital project management tools to synchronize cross-departmental workflows, minimizing delays by 12% and ensuring timely product launches in commercial markets

Prioritized 5+ products for commercialization using IQVIA-driven market analysis, strengthening the company’s portfolio and aligning with the market demand trends

Pharmacy background. Analytics toolkit. Builder mindset. I work at the intersection of messy data and strategic decisions.

Experience

Business Analyst INTERN (CO-OP)

2022 - 2024

Arkimetrix Analytics (June 2025 - September 2025)

Built an infrastructure powering a client-facing analytics platform by designing ETL pipelines using PostgreSQL, dbt, and Python to transform raw client data into self-serve Superset dashboards for multi-industry clients.

Engaged with client teams from transportation and automotive companies to define KPIs and scope dashboard requirements, translating those business needs into three Power BI dashboards tracking revenue and cost metrics.

Assessed data access controls and internal workflows against data governance and compliance standards, identifying gaps and presenting a prioritized roadmap to help leadership pursue industry certifications.

Associate Business Analyst

Global Pricing Innovations (October 2022 - July 2024)

Analyzed 4.4M+ healthcare data points across 30+ global markets to produce pricing strategy reports, applying market research and international industry frameworks to support pharmaceutical client engagements.

Engaged in process mapping sessions with engineering, automation, and ML teams, diagnosing workflow gaps in dataset extraction and processing ahead of SaaS ingestion.

Introduced Scribe to optimize SOP documentation for frequently changing datasets, reducing update time and improving onboarding training for new analysts across cross-functional teams.

Developed a Python data quality model to identify and correct over 100K inaccurate entries across pricing datasets, improving data integrity and ensuring reliable reporting for clients.

Business Development Executive

Themis Medicare (July 2022 - September 2022)

Analyzed IQVIA market reports and conducted physician interviews to assess competitive positioning by formulation, identifying an underserved product-market fit and informing the launch of a product generating CAD 160K in revenue.

Developed and maintained manufacturer relationships through cold outreach, industry conferences, and referral networks, contributing to a potential commercial pipeline of CAD 480K across multiple product launches.

Implemented Trello to manage simultaneous product launches across QA, finance, marketing, and logistics teams, replacing email and Excel tracking and reducing approval delays by 12%.

Tools

SQL

Python

Databricks

Power BI

R Programming

Excel

Azure

Education

Ivey Business School, University of Western Ontario

Master's in Management (Business Analytics): 2024 - 25

School of Pharmacy & Technology Management, SVKM's NMIMS University

Bachelor of Pharmacy: 2018 - 22

EXTRACURRICULAR

Brainworks (Management Consulting Firm, Founded by Former Bain Consultants)

Junior Consultant

Impact Compass Consulting Toronto (Pro Bono Conulting)

Project Manager

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