Artificial Intelligence Consultant,

Wells Fargo

Matthew Reeves
Biography

Matthew Reeves began data analytics while pursuing a Masters in Music Theory at Boston University in 2009. While many of the techniques are now commonplace in data science today, they were more esoteric at the time and essentially unheard of in the music theory community. In addition to the fact that advanced analytic techniques were unknown, the field of data visualization was still in its infancy. Despite the lack of resources, a number of analytic methods and visualization techniques were developed in order to perform corpus analyses on music and visualize these in multi-dimensional quotient spaces.

He currently works for Wells Fargo as the Lead Implementation Consultant within Artificial Intelligence Enterprise Solution (AIES) group. This group is responsible for assessing, designing, developing, and deploying all AI models within the entire enterprise. As such, there are a large variety of models, ranging from employee work-space and staffing optimization to fraud detection models to chatbots. His responsibilities include design of new AI solutions, data identification and acquisition, data science resource allocation, model approvals and deployment and monitoring. He is also leading the data lake efforts for AI consumption and assisting with feature engineering pipelines for a centralized Global Feature Store.

In addition to working for Wells Fargo, he also consults with a number of companies. He is currently in the process of deploying AI for a produce distribution company in San Diego to help forecast product demand in order to reduce waste and ensure each product is on-hand when needed. He also consults on data projects at The Hub at Davidson College, which is a start-up co-working space in Davidson, NC. He assists questions or problems regarding the any data-related processes and helps guide them based on their needs, skill sets, and understanding.

Interests

  • Artificial Intelligence
  • Data Visualization
  • Database Design
  • Internet of Things

Education

  • Masters in Data Science and Business Analytics, 2021

    University North Carolina Charlotte

  • Masters of Music in Theory, 2012

    Boston University

  • Bachelors in Music Composition w/ Minor in Mathematics, 2009

    Pacific Union College

Skills

Data Engineering

Machine Learning

Data Visualization

SQL

R

Python

AWS

Azure

IoT

Experience

 
 
 
 
 

Lead Artificial Intelligence Implementation Consultant

Wells Fargo

Dec 2019 – Present Charlotte, NC

Responsibilities include:

  • AI Solution Design for Enterprise Models
  • Data Platform and Feature Engineering Pipeline Design
  • AI Development and Deployment Management
 
 
 
 
 

Data Consultant

The Hub at Davidson College

Jan 2019 – Dec 2020 Davidson, NC
Data Consultant at The Hub, a startup coworking space sponsored by Davidson College.
 
 
 
 
 

AI Engineer

Specialty Produce

May 2018 – Present San Diego, CA
Develop Artificial Intelligence platform to assist with product procurement.
 
 
 
 
 

Senior Analytic Consultant

Wells Fargo

Oct 2015 – Dec 2019 Charlotte, NC

Responsibilities include:

  • Reporting environment development
  • ETL Design for multiple applications and databases
  • Design database architecture for multiple applications
 
 
 
 
 

Customer Analyst

PlumpJack Wine Group

Jun 2013 – Jul 2015 Napa, CA
Create business metrics and reporting in order to fully realize revenue streams.
 
 
 
 
 

Music Theory and Aural Skills Professor

Boston University

Sep 2009 – Dec 2012 Boston, MA
Classroom lectures on philosophy and analysis of structures of music
Geometric and analytical models of statistical data sets

Projects

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No, I Will Not Call This Diogenes GAN-terns

No, I Will Not Call This Diogenes GAN-terns

GAN used to generate art based on the Diogenes Lantern wildflower

Hire Heroes

Hire Heroes

Recommendation AI for helping Veterans find employment.

Specialty Produce AI

Specialty Produce AI

Product Demand AI for large produce distribution company.

Exploratory Data Analysis Dashboard

Exploratory Data Analysis Dashboard

Exploratory Dashboard for Data Engineering Through Model Development.

Image Recognition For Specialty Produce

Image Recognition For Specialty Produce

Create image recognition for Specialty Produce

Vintage Smart Remote

Vintage Smart Remote

Convert the original remote control into a smart remote

Budgeting App

Budgeting App

Interactive budgeting app with SQL backend developed in under 5 hours

HOA Management Opportunity Dashboard

HOA Management Opportunity Dashboard

Interactive app to help identify new opportunities within Mecklenburg County neighborhoods to expand HOA Management

Unisex Names Dashboard

Unisex Names Dashboard

Exploratory dashboard demonstrating metric development and interactivity