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05 Data & Automation

I help companies remove expensive manual work, lower operating costs and build data workflows that scale.

When a recurring process depends on spreadsheets, manual exports, duplicated work or fragile data flows, I redesign it into a practical system that saves time and keeps working as the business grows.

01

Lower operating cost

Reduce recurring compute, processing or process cost by redesigning how the work is done.

90% cloud cost reduction achieved through a technical redesign
02

Less manual work

Replace repeated exports, transformations and reporting steps with reusable automated workflows.

03

Reliable data flows

Connect systems and build repeatable pipelines so analysis and operations no longer depend on fragile one-off work.

The commercial value

Remove the operational bottlenecks that make growth expensive.

Automation should have a business reason. I focus on processes that consume recurring time, create avoidable cost, delay decisions or cannot scale with the team.

01

Automate recurring reporting, extraction, transformation and operational workflows.

02

Connect APIs, databases and cloud systems so teams stop moving data manually.

03

Reduce unnecessary cloud or processing cost when the technical design is inefficient.

04

Turn one-off analyses into reusable workflows when the business needs the answer repeatedly.

Scope

What I can build or automate

The exact scope depends on the commercial problem. These are the areas I can bring together when they are useful.

01 Python & SQL workflows
02 API integrations
03 BigQuery data pipelines
04 Automated reporting
05 Data extraction & transformation
06 Operational process automation
How I work

From expensive repetition to a reusable system.

01

Find the costly bottleneck

Identify the manual process, technical dependency or broken information flow that is consuming time or money.

02

Design the simplest useful system

Choose a pragmatic workflow that solves the business need without creating unnecessary infrastructure or maintenance.

03

Automate and make it reusable

Build, validate and document the workflow so it can support recurring work reliably instead of solving the problem once.

End state

Lower recurring cost, faster execution and less operational friction.

  • Less time spent on repetitive operational work
  • Lower recurring compute or processing cost where optimization is possible
  • More reliable data movement and reporting
  • Reusable technical workflows instead of one-off manual fixes
Talk it through

Is manual work or fragmented data costing the team time or money?

Show me the process that keeps repeating or the information flow that keeps breaking. We can use 20 minutes to understand the cost of the bottleneck and whether automation could remove it.

20 minutes · No Prepared Brief Required We start with the business question, not a predetermined solution.