SENIOR FINANCIAL ANALYST · FINANCE SYSTEMS

Finance systems for clearer decisions.

I design reporting, forecasting, and automation workflows that turn complicated finance processes into dependable operating systems.

Explore case studies ↗View résumé →

Based in: Mississauga, Ontario, Canada
Core stack: Excel · SAP · Power BI · SQL · Python
Focus: FP&A · Finance Systems · Automation

01 / PROFESSIONAL SNAPSHOT

A finance operator who builds the system behind the answer.

How I work →

A01

Senior Financial Analyst

Finance systems, judgment, and practice in public.

FP&AAutomationDecision support

A02

Control before presentation

Reconciliation, validation, and exception ownership come before the final dashboard or pack.

A03

Practice in public

Case studies, articles, tools, and guided exercises turn working methods into useful practitioner resources.

02 / VERIFIED IMPACT

Selected operational transformations

All case studies →

014 Days → Same-Day Availability

Month-End Reporting Cycle Compression

Engineered an automated SQL extraction and Python validation layer for SAP data, removing ~20 hours per month of manual consolidation.

Read the case →0212 Templates → One Controlled Toolkit

Department Budget Ingestion & Consolidation

Constructed a VBA toolkit consolidating twelve department budget submissions with automated validation checks for missing inputs and broken links.

Read the case →03Unified Metric Definitions

Executive KPI & MBR Dashboard Standardization

Delivered a Power BI executive reporting pack establishing shared metric definitions across revenue, margin, and OPEX with drill-through to account levels.

Read the case →

03 / LATEST FROM THE WORKBOOK

Ideas, utilities, and practice

Stop Blaming the Analyst: The Real Reason the Same Fix Happens Every Month

Recurring manual corrections point to a missing validation step or a hidden transformation in the data flow.

8 min · FP&A / ExcelRead article →Practical tool

Forecast Accuracy & Error Evaluator

Evaluate forecast vs. actual performance, compute bounded accuracy scores and absolute percentage errors, and identify directional deviation without statistical ambiguity.

FP&A · ForecastingLaunch tool →Guided lab