Methodology & Experience

Analytical Approach to Accounting & Financial Analysis

Professional Summary

I bring over two decades of experience in full-cycle accounting and financial reporting, with a strong focus on financial accuracy, operational reliability, and data-driven decision-making. My work combines practical accounting discipline with a modern, analytical approach designed to produce clear, dependable financial insights that businesses can actually use.

I describe myself as an accounting and financial operations professional with an analytical, engineering mindset. This perspective shapes how I approach financial data: breaking down complexity, eliminating ambiguity, and transforming raw information into structured, decision-ready intelligence that supports sound business outcomes.

A Foundation of Financial Discipline

My career is grounded in more than twenty years of hands-on, full-cycle accounting across a range of business environments. Across these environments, my focus has remained consistent: maintaining clean, accurate books; delivering timely and reliable reporting; and supporting strong operational controls.

Full-Cycle Accounting

Managing A/R, A/P, payroll, bank and credit card reconciliations, and inventory.

Financial Reporting

Leading month-end and year-end close processes and preparing clean reporting packages for accountant review and management decision-making.

Operational Support

Ensuring adherence to tax and regulatory requirements across Ontario, Quebec, and BC, and providing audit-ready documentation.

A Systems-Based Analytical Mindset

Beyond traditional accounting responsibilities, my primary differentiator is how I approach problem-solving. I apply a structured, systems-oriented mindset inspired by engineering principles to reduce ambiguity, remove emotion from decision-making, and build processes that behave predictably under real-world conditions.

Deconstructing Ambiguity

I break unclear or complex problems into structured inputs, defining clear rules and constraints before attempting solutions.

Prioritizing Data Integrity

I operate on the belief that action should follow verification. Data must be validated before it is used for reporting.

Building Repeatable Systems

I focus on designing processes that are consistent, testable, and reliable—not one-off fixes.

Disciplined Execution

I aim to reduce noise and bias through methodical iteration, testing, and refinement.

Applying This Approach in Practice

Financial Operations & Accounting

I have led and supported accounting functions through periods of growth and operational change, designing scalable processes that improve control and reliability.

  • Process Standardization: Standardized accounting workflows, reducing month-end close time by approx. 50% and improving audit readiness.
  • System Integration: Integrated Shopify, QBO, and CRM systems, reducing manual data entry errors by roughly 40%.
  • Scaling with Control: Provided financial oversight during expansion from 3 to 40 staff across three provinces.

Data Analysis & Automation

I take a pragmatic approach to data analysis, building small internal tools and workflows that solve specific problems. My goal is clarity—reducing manual effort, minimizing errors, and improving the usability of financial information.

Programmatic Financial Analysis

I explore rule-based analytical systems as a way to apply structured thinking to complex financial domains. This work involves translating analysis into deterministic logic, enforcing predefined constraints, and evaluating outcomes through consistent execution.

Technical Fluency

I view technology as a tool for reducing friction and improving clarity. I am comfortable working across modern accounting, data, and automation tools.

Accounting & Data

QuickBooks (Online & Desktop) Xero Sage Excel (Advanced) Power BI SQL / MySQL Google Sheets

Operations & Payroll

ADP Ceridian Dayforce Payworks Hubdoc Plooto Stripe Office 365 Admin

Programming & Automation

Python (Pandas, NumPy) Jupyter Notebooks Power Automate Zapier GitHub

Foundations in Business & Analysis

Business Accounting Algonquin College (1994)
Commerce Carleton University (1992)
Advanced Derivatives Trading TRI (2017–2019)