My work sits in four connected areas: analytics, AI automation, mentoring, and speaking.

Analytics and dashboards

I design dashboards and reporting views that help teams understand performance, patterns, and priorities.

• Tableau
• Power BI
• SQL
• KNIME Analytics

AI and automation

I use automation and practical AI to reduce repetitive work and make information easier to access.

• Python
• UiPath
• Workflow automation
• LLM prototyping

Mentoring and learning design

I help learners and teams understand data topics through practical guidance, examples, and structured sessions.

• Beginner-friendly explanations
• Hands-on learning support
• Training and class facilitation

Speaking and workshops

I speak about analytics, machine learning, SQL, Python, AI, and practical digital capability building.

• Corporate sessions
• Community talks
• Beginner to intermediate workshops

How I usually work

1. Understand the goal

I start from the business or learning need, not from the tool.

2. Simplify the path

I focus on outputs that are useful, readable, and sustainable.

3. Make the result understandable

The final result should help people act, not just admire the technique.

For examples of this work in action, visit Projects.