Selected work
Evidence before decoration.
Three questions. Three focused ways to use data.
Management consulting
Data engineering
THE QUESTION
How can service and project work become measurable in Monday.com?
Context
Reporting was fragmented across service and project workflows.
Our work
We mapped the sources, indicators, and data architecture around Monday.com.
Value created
A practical measurement foundation for service and delivery.
Sales training & human development
Research + machine learning
THE QUESTION
Which name best supports the intended market position?
Context
A high-stakes naming decision needed more than preference.
Our work
We combined surveys, sentiment analysis, and text-network visualization.
Value created
A defensible basis for comparing the strongest options.
Customer experience
AI + NLP product
THE QUESTION
How can smaller teams learn from customer feedback?
Context
Manual review made patterns slow and inconsistent to find.
Our work
We built an AI product for natural-language analysis and retrieval.
Value created
A faster way to organize comments and surface useful themes.
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