Where I’ve worked.

The Byng Group

Data & Analytics Intern

May – Aug 2026 · Toronto, ON

Built data systems for Byng’s subcontractor pipeline: an onboarding tracker with an LLM analysis layer (with another intern), a legacy-to-Oracle NetSuite migration, and an interactive Python/ArcGIS map used to plan a warehouse move.

• Onboarding acceptance rose 15% → 26% while the tracker was in use; adopted by the COO department-wide
• $20K+ in billing errors found through a SQL audit
• Tooling built from scratch for a new-market expansion

• Python
• SQL
• Excel
• ArcGIS
• Oracle NetSuite

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VibeOps

GTM Software Engineer · Contract, part-time

May – Jun 2026 · Remote

Researched where AI could win in civil engineering and construction, tuned an automated lead pipeline, and helped build the outreach tracker behind VibeOps’ sales process for its product, Reportly.

• 45 qualified leads surfaced automatically from the Reddit API
• Team pipeline: 166 meetings with 142 companies, 60 demos sent
• Notes automation processed 175,000+ documents at ~0.02% error rate

• Python
• Reddit API
• LLMs
• Google Sheets/Docs

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Trilogy Financial Solutions

Summer Intern

Jul – Aug 2025 · Mississauga, ON

Replaced a financial advisor’s manual Excel workflow with a client-tracking dashboard I designed, built and presented.

• TypeScript and Python dashboard, approved by the advisor to replace the Excel workflow

• TypeScript
• Python