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Hi, I am Nick

Nick Anthony

Data Scientist at UK IPOP

I am a passionate data scientist and engineer. I build OSS tools to help researchers effectively manage their data. Sometimes, I work on some fun projects such as building algorithms to help me win video games.

Data Pipelines
Backend
Machine learning
Frontend
DB Admin
Automation

Skills

Experiences

1
Data Scientist
University of Kentucky Institute for Pharmaceutical Outcomes and Policy

December 2020 - Present, Lexington, KY

Research Center at University of Kentucky

Responsibilities:
  • Build large scale data pipelines to support researchers access to processed data
  • Utilize NLP techniques and medical knowledge bases to transform unstructured data into structured data on EMS and EMR records
  • Utilize machine learning modeling for geospatial prediction estimates
  • Build OSS tools (CLI and web) to enhance researcher productivity and enable reproducible research
  • Engage in Open Research

Senior Software Engineer
Global Fortification Data Exchange (GFDx)

June 2022 - Present, Global

Providing Actionable Food Fortification Data

Responsibilities:
  • Migrate architecture from existing vendored services to in-house solutions
  • Implement data modeling, validation, and standardization across organization
  • Hire web developer and designer and supervised development of frontend dashboards
  • Create automated DB synchronization pipeline for Data Steward database and Production
  • Create data pipeline for country survey submissions
2

3
MatBoss (prev Veritas Wrestling Systems)

Sept 2017 - Dec 2022, Minneapolis

Wrestling’s premier VideoStats app.

Software Engineer

Feb 2020 - Dec 2022

  • Deploy Analytics platform with Docker including Python backend and SPA (Vue) frontend
  • Build user-based feedback system to assist with data error reduction/elimination
  • Release open-source wrestling package on PyPI for standard wrestling data models/containers
  • Develop universal data model to standardize/validate data and reduce errors throughout organization
  • Create data visualizations for social media marketing and user engagement
Founder

Sept 2017 - Dec 2019

  • Deploy first publicly available database for wrestling
  • Engineer CLI and GUI data collection software for real-time data collection
  • Build predictive model to determine likely match outcomes
  • Create user dashboard for fantasy wrestling to increase marketability
  • Acquired by MatBoss LLC (winter 2019)

Software Engineer
Raise Leaders

March 2020 - Dec 2020, Boynton Beach

Empowering Lives Through Martial Arts, Fitness and Community

Responsibilities:
  • Build full-stack web application
  • Develop attendance tracking system for virtual zoom classes
  • Create avatar customization system using rank-based badges to encourage youth participation
4

Publications

Opioid overdoses increase at home during the COVID-19 stay-at-home order period in Cook County, Illinois
AJPM Focus June 15, 2022

Stay-at-home orders during the COVID-19 pandemic decreased population mobility to reduce SARS-CoV-2 infection rates. We empirically tested the hypothesis that this public health measure was associated with a higher likelihood of opioid- and stimulant-involved deaths occurring in homes located in Cook County, Illinois.

geoPIPE: Geospatial Pipeline for Enhancing Open Data for Substance Use Disorders Research
Presented at AMIA November 5, 2022

Provides a framework for conducting geospatial analysis on Social Determinants of Health (SDOH) within a targeted spatial region. Built an end-to-end data pipeline that consumes data from multiple sources, performs geocoding and spatial joining, extracts drugs mentions, automates descriptive analysis and reporting, and publishes the enhanced data for consumption by internal and external researchers.

Social Determinants of Health from Electronic Medical Records of Patients with Substance Use Disorders during the “Triple Wave”

This study uses electronic medical records (EMRs) from a safety net hospital system from 14,032 patients in Kentucky from 2017 to 2019 in order to 1) define three types of SUD cohorts with shared/unique risk factors, 2) identify patients with unstable housing using novel methods for EMRs and 3) link patients to their residential neighborhood to obtain quantitative perspective on social vulnerability.

Projects

Drug Extraction ToolBox
Drug Extraction ToolBox

A series of tools for extracting drug mentions from text fields with RxNorm integration.

Scholar Network
Scholar Network

A Python package for scraping data from Google Scholar and building network graphs.

OpenData Pipeline
OpenData Pipeline

A pipeline for processing, enhancing, and sharing open medical examiner datasets

Fire Emblem Algorithms
Fire Emblem Algorithms

Trying to help myself win video games using algorithms

VLR scrapers
VLR scrapers

A web scraper to fetch game data from a popular Valorant website

Climbing App
Climbing App

A fun webapp to keep track of climbing problems and calculate their difficulty