my shout
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A Business Consultant helping companies formulate strategy and realize transformation through program/change management, process improvement, and customer experience. Specialized in extracting value from data and analytics
Areas of Expertise
A career practising the following capabilities
Work
Insights picked up throughout my career

Prioritizing Investments to Delight Customers
Kano Analysis The Kano model is a great framework helping businesses understand where their…
![Adventures in Intrepreneurship [Template]](https://myshout.org/wp-content/uploads/2022/12/BMCanvas-300x238.jpg)
Adventures in Intrepreneurship [Template]
Business Model Canvas My Business Model Generation book is starting to look a little…

Running a Hackathon
Organizing the second annual Reno Hackathon was a privilege and a great experience. This event…

Pareto Charts in R and in Life
Pareto charts are a fantastic tool to visually expose the “vital few” in the “useful…
Dashboards
Most of my dashboards are sequestered in corporate boardrooms, but here are examples anyone can interact with.
Data Science & BI
My data science capabilities evolved from practising Six Sigma professionally and fluctuate between hobby and career. I create machine learning at work to better serve customers and at home to scratch the curiosity itch.

Learning ML – Investing
The third annual Reno Hackathon proved to be another fun and inspiring weekend of…

The Peak of Proptech (Cluster Analysis)
Introduction This is a demonstration of visualizing, clustering, and benchmarking data that includes a…