Nicholas Arquette

314 N Segoe Rd, Madison, WI 53705 · (786)539-9172 · nicholas.arquette@gmail.com

Data Scientist with over 14 years of Healthcare Experience and 8 years of Analytics Experience that can use Data Science to solve any real world problem.

Projects

Data Science Related Projects:

Predicting No Show Appointments

Predicting No Show Appointments

Capstone Project for Master of Data Science

How do you get through each of the data science steps and what considerations must be addressed.

Python Flask Heroku TensorFlow 2.0 MachineLearning

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Heroku Predictive Application

Heroku Predictive Application

Predictive Appointment No Show Application Using An Artifical Neural Network

Application that could be integrated into any part of the workflow

Python Flask TensorFlow 2.0 MachineLearning

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Healthcare Key Performance Indicator (KPIs) Forecasting

Healthcare Key Performance Indicator (KPIs) Forecasting

Docker container running a forecasting (fbprophet) streamlit application

Use Facebooks forecasting module to predict future key performance indicators

Python Docker FBProphet Streamlit

View project
UnPaid Procedure Prediction (Healthcare Claims Data)

UnPaid Procedure Prediction (Healthcare Claims Data)

How can upaid procedures be predicted and avoided?

Perform data science steps to answer the question of, "What is correlated with Unpaid Procedures?"

Python Docker Machine Learning RandomForest

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Salary Prediction

Salary Prediction

How can the salary for any job be predicted?

Perform data science steps to answer the question of, "What is correlated with Salary?"

Python Machine Learning Heroku XgBoost

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R Shiny App ASCVD Calculator

R Shiny App ASCVD Calculator

ASCVD Calculator Application

Application used to show the 10 year risk of developing cardiovascular disease (based of 2013 American Heart Association Study)

R Shiny Apps

View project

Skills

Programming Languages & Tools
Extra skills / knowledge
  • Healthcare Domain Knowledge (15 years)
  • Machine Learning (Supervised (Regression, Tree Classification, Random Forest, Support Vector Machine, Light and Extreme Gradient Boosting, and Unsupervised (K-Means))
  • Machine Learning Software (h2o.ai, Mlflow)
  • Relational & NoSQL Databases (Microsoft Sql Server, Amazon Redshift)
  • Data Science Tools (Pandas, Json, PyODBC, Numpy, Scikit-Learn, Seaborn, Matplotlib, Web Scraping, APIs, R Shiny Apps, Streamlit)
  • Integrated Development Environments (Pycharm, Visual Studio Code)
  • Development (GitHub, Gitlab, Virtual Environments (Pip, Conda))
  • Cloud Experience (Azure and Amazon)
  • Platform Skills (Windows, Windows Sub Linux, Ubuntu, Docker, Databricks)
  • Scripting Knowledge (Bash and Powershell)
  • ETL Tools (Bcp, SSIS, Azure Data Factory)
  • Business Intelligence (MicroStrategy, PowerBI)
  • Data Parsing (Json, XML, PDF, Apis)
  • Natural Language Processing (R and Python libraries)
  • Deep Learning (TensorFlow 2.0)
  • Model Tuning (Standard and Hyper Parameters)
  • Feature Engineering (Linear Discriminant Analysis, Principal Component Analysis, Stepwise Selection)
  • Software Development Life Cycle (Agile and ScaledAgile)

Experience

Data Scientist

Cogitativo

Developing machine learning tools to help solve problems plaguing the health system such as deferred care.

Reference link.

Nov 2020 - Present

Manager, Data Solutions Management

Allscripts Healthcare Solutions

Leading Artificial Intelligence/Machine Learning Initiatives, establishing a framework for how Data Science will be offered to clients, partnering with Early Adopter clients to understand where to focus Intelligence efforts, developing prototypes for future product intelligence, developing business intelligence visualizations, connecting Business Intelligence with Artificial Intelligence, and inserting Business Intelligence into the Clinical Workflow.

Reference link.

Jan 2019 - Nov 2020

Product Manager

Allscripts Healthcare Solutions

Managed an on-premise Reporting/ETL system. Lead the roadmap of an Ambulatory Reporting/ETL solution powered by MicroStrategy to support adhoc reporting needs.

Reference link.

Jan 2015 - Dec 2019

Senior Business Analyst

Allscripts Healthcare Solutions

Developed business requirement and interfaced with clients for a reporting solution. Developed specification for clincal regulatory measurs.

Reference link.

Jan 2012 - Dec 2015

Implementation Architect

Allscripts Healthcare Solutions

Implementated and lead the implementation of an Electronic Healthcare Record for a large, multi-state, multi-specialty healthcare organization.

Reference link.

Jan 2010 - Dec 2012

Senior Implementation Consultant

Allscripts Healthcare Solutions

Participated in a rapid deployment strategy for Ambulatory Healthcare organizations. Led, managed, and supported over 30 different client go-lives. Mentored other team members to ensure that the team was well-balanced in expertise.

Reference link.

Jan 2008 - Dec 2010

Education

University of Wisconsin - Green Bay / Green Bay, WI

Masters of Science, Data Science
Graduate Program for Data Science

GPA - 3.83

May 2016 - May 2020

Marian University / Indianapolis, IN

Bachelor of Economics
Major in Economics

GPA - 3.54

August 2000 - Dec 2004

Marian University / Indianapolis, IN

Bachelor of Business Administration
Major in Business Administration

GPA - 3.54

August 2000 - Dec 2004

For a detailed reference about this section, please visit this link.

Community and social activity

PyData

Python Programming
Python Data Group in Madison, WI
Know more
March 2020 - Present

MADPASS - Madison Professional Association for SQL Server

SQL Programming
MADPASS Sql Server in Madison, WI
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March 2020 - Present

Big Data

Big Data Topics
Big Data in Madison, WI
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March 2020 - Present

Talks & Workshops

Most recent workshops:

  • Microsoft Business Applications Summit (March 6, 2020) Event site
    Unlock Insights: Power BI vision and roadmap
  • Microsoft Business Applications Summit (March 6, 2020) Event site
    Create amazing data experiences with Power BI
  • MicroStrategy Worlds 2019 Event site
    Integrate Machine Learning Models with Python and MicroStrategy
  • MicroStrategy Worlds 2019 Event site
    Integrate Predictive Analytics Into Dossiers with R
  • MicroStrategy Worlds 2019 Event site
    Use Text Analytics To Analyze Semi-Structured And Unstructured Data
  • SQL Pass - In-database Analytics with R and SQL Server 2016 (Jan 2016) Event site
    Advanced Analytics Track In-database Analytics with R and SQL Server 2016

Awards & Certifications

  • Docker (Udemy, Dec 2020)
  • Python Programming Masterclass (Udemy, May 2020)
  • Tensorflow 2.0 (Udemy, January 2020)
  • Allscripts Spot Award, 2017
  • Pragmatic Marketing, 2012
  • Business Analyst Certification, 2012
  • Signature Service Club Award, 2008