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Erica Collins

@ericacollins

I build business intelligence, analytics models, and data strategy solutions for enterprise clients.

United States
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I've delivered analytics and business intelligence solutions for Accenture Consulting, American Express, and IBM, helping enterprise teams make decisions from complex data. At Accenture, I developed a syndrome modeling platform for the DC Department of Health and Johns Hopkins and created marketing KPI dashboards for Ford Motor Company.

At American Express, I built executive dashboards and portfolio data models for B2B Corporate Spend, modernizing the SAS data environment and uncovering $2B in system reporting errors. I also owned monthly performance reporting and partnered with sales leaders on payment solutions strategy.

Earlier at IBM, I advised corporate teams on sales reporting, financial controls, portfolio management, and market forecasting for international accounts.

Experience

Work history, roles, and key accomplishments

Accenture logoAC

Analytics Consultant

May 2021 - Nov 2022 (1 year 6 months)

As a consultant, I held various roles that built/advised analytics projects creating better and easier to use platforms, processes, and insights. I coordinated Analytics Solutions development and provided SQL and data planning support through enterprise -wide projects.

● Assisted with the development of Tableau dashboards for the DC Department of Health to track COVID 19 Case rates, Hospital A

American Express logoAE

Sr Analyst - Data, Strategy & Insights - Analytics

Jul 2019 - May 2021 (1 year 10 months)

Key Responsibilities:
• Business Intelligence and Corporate Spending Customer Results (Tableau). Risk Model Support & Data Strategy. Business Deal Structure & Performance. Portfolio Management & Business Development.

Coordinate Business Intelligence and Data Strategy Solutions for companywide clients while managing spend economics

● Created dashboards in the Strategy Business Consumer division

CU

Data Engineer Intern - Traffic 21

Jun 2018 - Aug 2018 (2 months)

Traffic 21 is a transportation research institute of Carnegie Mellon University. Assisted with the functionality of HTML PII system metrics for researchers at Carnegie Mellon. Created business analyst user stories and documented workflows.

IBM logoIB

Financial & Data Analyst-Global Sales and Distribution

Sep 2014 - Aug 2017 (2 years 11 months)

* As an analyst, I worked to optimize IBM’s global data systems in order to retrieve more accurate sales results at the customer level. In addition, I created financial models for the forecast teams, helping to set targets for new business lines and IBM’s strategic imperatives.

IBM logoIB

Financial Planning Analyst

May 2014 - Jan 2017 (2 years 8 months)

Key Responsibilities:
• Portfolio Management and Plan Results. Expense Accruals/Financial Controls. Sales Model Advisory and Market Forecasting.
Key Achievements:
• Consulted major corporate teams on sales data reporting strategy and provided emergency pre-earnings release performance packages to HQ. Improved Top 20 and Top 100 customer accounting models built in excel and powerpoint including adj

IBM logoIB

Financial Analyst Intern

Jun 2013 - Aug 2013 (2 months)

Worked as Financial Analyst Intern at IBM.

Travelers logoTR

Underwriting Development Program Intern

Jun 2012 - Aug 2012 (2 months)

Worked as Underwriting Development Program Intern at Travelers.

LI

Intern

Leadershape Institute

Oct 2011 - Jan 2012 (3 months)

Worked as Intern at Leadershape Institute.

GM

Assistant Manager

Greater Houston Pool Management

May 2007 - Sep 2009 (2 years 4 months)

Worked as Assistant Manager at Greater Houston Pool Management.

SEO (Sponsors for Educational Opportunity) logoSO

SEO Mentor

Sep 2008 - May 2009 (8 months)

* (Completed 2019-2020) SEO is a corporate diversity partner and student mentorship program. The non-profit's mission is to bridge the opportunity gap for underprivileged high school students and provide skilled diversity recruiting for corporate organizations.

In addition to completing their internship training program in 2013, I served as an 11th Grade SEO Scholars Mentor. In this role, we woul

NI

Service Corps - Pro Bono Consultant

Net Impact

Sep 2008 - May 2009 (8 months)

* (Completed 2020-2021). As a pro-bono consultant for the NY Net Impact Service Corps, I, with a team of 4 other volunteers, worked to provide business and market strategy services to a local social entrepreneur whose goal was to develop a mental health app. We provided a full business and market plan write up and presented it to the Net Impact organization.

UN

Accelerating Social Sustainability: Hack to Eradicate Human Trafficking

UNODC

Feb 2008 - Feb 2009 (1 year)

* (Completed Feb 2022) As an Accenture volunteer consultant, I analyzed human trafficking survey data from the UN Office of Drug and Crime to uncover key variable relationships involved in trafficking scenarios. I then proposed an algorithm to determine the likelihood of trafficking occurrences in the surveyed area.

DO

Data Scientist - 2021 Cohort Participant

Data Science for All by Correlation One

May 2008 - Aug 2008 (3 months)

* (Completed May 2021) As a volunteer data scientist in a team of 4, I used clustering and decision tree algorithms to identify population groups that have an unmet need of public transit during a four-month data science social good project.

Education

Degrees, certifications, and relevant coursework

LI

LinkedIn

Statistics Foundations: 3

Issued Apr 2021

LI

LinkedIn

Advanced SQL for Data Scientists

Issued Apr 2021

Carnegie Mellon University logoCU

Carnegie Mellon University

Master of Science, Applied Analytics

2017 - 2019

Pursued a Master's degree in Applied Analytics, focusing on data-driven decision-making and analytical modeling.

CP

Carnegie Mellon University - Heinz College of Information Systems and Public Policy

Master's degree, Applied Analytics

2017 - 2018

Courses(Select): Machine Learning for Problem Solving, Unstructured Data Analytics, Business Analytics, Distributed Systems with Java, Java Programming, Database Management with SQL, Applied Econometrics, Data Mining/Business Intelligence with SAS, IT Project Mgmt. with Microsoft Project

TA

The University of Texas at Austin

Bachelor, Business Administration; Corporate Finance

2010 - 2014

Corporate Finance degree with MIS Coursework


The University of Texas at Austin logoTA

The University of Texas at Austin

Bachelor of Business Administration, Corporate Finance

2010 - 2014

Earned a Bachelor's degree in Corporate Finance, building a strong foundation in financial analysis and business strategy.

UB

Universita Commerciale Luigi Bocconi

Study Abroad, School of Finance and Management

2013 - 2013

Milan, Italy

SG

Stephen F. Austin High School 2010 Graduate

2006 - 2010

DA

DataCamp

Python Data Science Toolbox (Part 2)

DA

DataCamp

Python Data Science Toolbox (Part 1)

DA

DataCamp

Intermediate Python for Data Science

DA

DataCamp

Introduction to Python

Tech stack

Software and tools used professionally

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