HOW I WORK / THE METHOD

From problem to measurable outcome.

My approach connects stakeholder understanding, analysis, product decisions and delivery validation. The stages adapt to the project; the need for evidence and clear decisions does not.

THE BA LIFECYCLE

Discover → Analyze → Define → Design → Refine → Validate → Release → Measure

Explore each stage to see its purpose, common activities, the output I look for and related portfolio work.

HOW I THINK

Clarity before commitment.

Define the problem, expose assumptions, make trade-offs visible and check the outcome after release.

EIGHT STAGES

Explore the lifecycle

STAGE 01

Discover

Understand the business objective and the customer problem before choosing a solution.

  • Stakeholder interviews
  • Workshops
  • Business objectives
  • Customer problems
  • Data analysis

Output: Agreed problem statement, stakeholder map and evidence gaps.

Digital Sales Flow portfolio work ↗

CONTINUOUS DEVELOPMENT

Currently learning

Drawn from the Academy development roadmap and public learning journal.

No current study topics published yet.

The roadmap is ready; this area will update automatically when a topic is marked “Currently learning” and a journal entry is added.

Possible next topics
These are suggestions for the roadmap, not confirmed personal plans.

Suggested topicAdvanced SQLData
Suggested topicAPI ArchitectureAPIs
Suggested topicAI Product ManagementAI / Product
Suggested topicSystem DesignTechnical knowledge

SEE THE THINKING IN ACTION

From method to example