Summary
Overview
Work History
Education
Skills
Timeline
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Mack Smith

Nashville

Summary

Data Science student with experience in Python, machine learning, computer vision, data extraction, data visualization, and predictive modeling. Interested in expanding these skills and taking on new challenges in data science and analytics.

Overview

6
6
years of professional experience

Work History

Data Science Intern (Python/Machine Learning)

National Data Solutions
08.2025 - 10.2025
  • Automated patient data extraction and structuring from noisy, multi-page PDFs, enabling standardized output for downstream ML processing.
  • Developed location-specific encounter detection algorithms using OCR, regex, and fuzzy string matching to reliably identify patient encounters.
  • Improved encounter detection accuracy for 15 unique locations, raising performance from ~50% to over 95% for each.


Founder & Operator

615 Odd Jobs
08.2020 - 08.2022
  • Completed 200+ client jobs (moving, landscaping, hardscaping, etc.), consistently meeting deadlines and generating repeat customers through quality service
  • Managed all business operations, including scheduling, sales, marketing, billing, and subcontractor coordination.

Property Management Intern

Boyle Investment Company
01.2020 - 03.2020
  • Created a protocol for monitoring and resolving parking violations, including a visual overlay that consolidated all violations into a single view and improved staff response efficiency.
  • Generated internal reports and presentations.
  • Organized tornado relief donations, coordinating logistics between partnered businesses and tenants.

Education

Part-time Student -

Nashville State Community College
Nashville, TN

Bachelor of Science - Data Science

Lipscomb University
Nashville, TN
12-2025

Skills

Python, Machine Learning (XGBoost, scikit-learn), Computer Vision (YOLOv8, OpenCV, Tesseract OCR), Data Processing (Pandas, NumPy, regex, RapidFuzz), Data Visualization & Dashboards

Timeline

Data Science Intern (Python/Machine Learning)

National Data Solutions
08.2025 - 10.2025

Founder & Operator

615 Odd Jobs
08.2020 - 08.2022

Property Management Intern

Boyle Investment Company
01.2020 - 03.2020

Part-time Student -

Nashville State Community College

Bachelor of Science - Data Science

Lipscomb University

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Mack Smith