Mark Bruner — Senior Data Scientist

Practical Data. Clear Direction

Mark Bruner | Data Scientist

I help nonprofits and growing businesses organize their data, reduce manual work, and make better-informed decisions.
Drawing on more than 20 years of nonprofit experience and a career in data science, I develop practical solutions that address everyday organizational challenges.

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FEATURED CASE STUDIES

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Return-to-office Distance Impact Dashboard

12K+

Employee Addresses Normalized


Delivered a decision-support dashboard in Oracle FDI that translated employee-to-site distance into clear threshold scenarios for RTO mandates (12,000 employees, 50+ locations).

Geospatial Python Workforce Analytics
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Best Prospects Scoring Model (B2B Sales Targeting)

200%

Precision Improvement vs Base Model


Weekly top-125 prospect ranking using NAICS hierarchy, penetration, and proximity features—built for real rep workflows (125 calls/week).

Top-K Ranking Feature Engineering Production ML
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Data Quality Reduction & Governance

>95%

Reduction in data quality defects reaching critical applications


Reduced recurring data issues by more than 95% by implementing validation rules and automated checks—improving trust in downstream reporting and decisions.

Data Quality Automation Data Governance