Portfolio / evidence of capability

Evidence, not just code.

Each selected project explains the operational problem, system boundaries, technical decisions, reliability work and value—not simply the language used.

  1. Problem
  2. Workflow
  3. System
  4. Evidence
01 / Real case study

A system grounded in operational reality.

02 / Supporting work

Focused implementations with clearly documented capabilities.

Supporting implementationSupporting implementation

Excel / CSV Reporting Automation

A repeatable data pipeline that validates input, cleans records and produces structured business-ready workbook summaries.

PythonPandasOpenPyXL
View on GitHub
Supporting implementationSupporting implementation

CSV Data Cleaner & Validator

A defensive preprocessing workflow for normalizing fields, removing duplicates, checking requirements and reporting unresolved data issues.

PythonValidationData quality
View on GitHub
03 / Evidence standard

How portfolio work is evaluated and presented.

01

Business problem

What is costly, slow, risky or difficult today.

02

Requirements

Users, inputs, outputs, rules and acceptance criteria.

03

Architecture

Components, data flow, integrations and boundaries.

04

Reliability

Validation, failures, retries, duplicates and review.

05

Testing

Evidence that normal and edge paths behave as intended.

06

Delivery value

What changes for the people operating the workflow.

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Need a similar system, adapted to your operation?

Send the current workflow and a sample of the inputs. We can define a useful first delivery.