Donald

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# insight.py

import pandas as pd

res = df.groupby('seg')

Hello, I'm

DONALD

Andrew

Turning messy data into clear dashboards, practical insights, and better decisions.

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sjhhs

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What Churn Models Miss When Teams Ignore Customer Timing

Machine LearningNote4 min read
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My Stack

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I work across the full data stack — from querying raw databases to deploying predictive models and building executive dashboards.

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Have a project in mind? I'd love to hear about it. Drop me a message and I'll get back to you within 24 hours.