3+ years turning messy datasets into decisions that move capital, reduce costs, and surface what the numbers actually mean — across fintech, SaaS, and rental-tech.
I build systems that turn raw data into decisions — dashboards that finance leads open every morning, pipelines that run without babysitting, and analyses that answer the question before it's asked.
My work spans fintech, SaaS, and rental-tech — modeling CAC/LTV across acquisition channels, cutting reporting cycles by 67%, and deploying a geospatial route optimizer using K-Means++ and TSP heuristics for a Calgary operations team. I don't just hand off charts. I stay in the room long enough to know whether the numbers changed anything.
Currently building LedgerLens — a bookkeeping SaaS for cash-heavy small businesses in Calgary. Drawn to roles where data is treated as a serious business asset, particularly in finance and strategy contexts.
From raw SQL pipelines to executive dashboards — owning every layer of the analytics stack.
A bookkeeping and financial operations platform targeting cash-heavy small businesses in Calgary. Features invoicing, expense tracking, cash flow visualization, ledger management, and inventory — built with a dark-first UI for daily operational use.
End-to-end route optimization for a multi-location Calgary field team. K-Means++ geographic clustering and TSP heuristics minimize transit time — deployed as an interactive web app and Python CLI for daily recalculation.
Professional discounted cash flow model covering revenue projections, WACC calculation, terminal value estimation, and sensitivity analysis across key assumptions. Built to mirror boutique IB output standards.
Full-stack Tableau reporting system tracking onboarding funnel drop-offs, retention cohorts, churn signals, and revenue growth — consumed daily by product and marketing leadership at RentoMojo.
The full stack of tools across analytics, engineering, visualization, and financial modeling.
Open to Data Analyst, Business Analyst, and finance-adjacent roles in Calgary and remote. Available immediately — no notice period.