Reporting Automation
Automating Executive Reporting Across Multiple Data Sources
A recurring executive reporting process required dozens of hours of manual work each month.
Result: Report generation reduced from days to about 20 minutes.
Services
Reporting Automation
For teams manually combining spreadsheets, database exports, or API data every week or month.
Replace repetitive reporting work with a dependable process that collects, cleans, summarizes, and delivers the information you need.
Examples: Scheduled reports, recurring data imports, automated summaries
Data Workflow Improvement
For teams with fragile scripts, inconsistent spreadsheets, duplicated data, or unreliable reporting.
Turn an error-prone process into a clearer, more maintainable workflow with better structure, validation, and documentation.
Examples: Workflow cleanup, data validation, script improvement
Custom Data Solutions
For teams with a data problem that doesn't fit a standard reporting or workflow solution.
Create a focused solution using SQL, scripts, or analytical workflows tailored to the problem.
Examples: Complex SQL, bespoke scripts, one-off analytical workflows
A Practical Approach
I bring more than a decade of experience working with data, reporting, automation, and technical workflows.
I focus on solutions that are appropriately scoped, maintainable, clearly documented, and useful to the people who rely on them.
10+ Years of Experience
Experience delivering data and technical work for organizations ranging from small teams to large enterprises.
End-to-End Delivery
Support from initial scoping through development, testing, documentation, and handoff.
Built to Be Maintained
Straightforward solutions designed around your actual workflow, without unnecessary complexity.
How It Works
A straightforward process for turning a recurring data problem into a clearly scoped, maintainable solution.
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Share the Problem
Tell me what you are doing now, where the data comes from, and what you would like the finished process to produce.
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Define the Scope
I review the workflow, clarify requirements, and propose a focused approach with clear deliverables.
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Build and Review
I develop and test the solution, with opportunities for feedback before the final delivery.
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Deliver and Hand Off
You receive the completed work along with documentation and the information needed to use or maintain it.
Case Studies
See how I approach real reporting, workflow, and data problems from initial requirements through implementation and handoff.
Data Workflow Improvement
Building a Reliable Data Migration and Validation Workflow
Decades of complex financial and transactional history needed to move into a new production system.
Result: Historical records were migrated while preserving financial and transactional integrity.
Custom Data Solutions
Translating Executive Reporting Goals into a Practical Data Solution
Executive stakeholders proposed dozens of new reporting fields with different priorities and levels of technical feasibility.
Result: Leadership gained a practical roadmap for immediate improvements and longer-term development.
Technical Projects
Reporting Automation
Automated Feed Generator
A configurable Python workflow for collecting website updates and publishing them as scheduled RSS feeds.
View Project →Data Workflow Improvement
Basketball Data Pipeline
A repeatable Python workflow for collecting, cleaning, combining, and preparing basketball statistics for analysis.
View Project →Reporting Automation
Basketball Analysis and Visualizations
An exploratory analysis and visualization workflow for comparing NCAA basketball player performance, identifying relationships, and highlighting statistical outliers.
View Project →Technical Writing
Replacing an LED Strip WiFi Controller with Zigbee
July 9, 2026Today we’ll walk through how to replace an existing LED strip controller with a compatible Zigbee controller, including how to identify the strip wiring,... [Read More]
Flashing ESPHome on a WiFi Pet Feeder
June 19, 2026Today we’ll walk through how to convert a Petlibro Air WiFi Feeder to ESPHome, including how to access the ESP32 board, wire it for... [Read More]
Ridge Regression vs. OLS Linear Regression
April 4, 2025Today we’ll extend the Basketball Data Science Project by comparing Ridge Regression with the ordinary least squares linear regression models from the core series.... [Read More]
Have a data problem you want to solve?
Send me a short note about the reporting problem, manual process, or custom data challenge you want to make easier.