Esaa Yamini

Data Engineer Lead

esaa.yamini@gmail.com

ABOUT

Big data engineer. Sixteen years combined leadership experience in data engineering, data science, developing big data programs, data ingestion, data parsing, intelligence analysis, and military intelligence. Top Secret/SCI clearance. Multidisciplined Army Reserve Officer with extensive experience leading large teams (100+) to collect, analyze, and produce tangible information for senior level decision makers. Big data problem solver with entrepreneurial spirit and passion for clear, concise, actionable information.

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EDUCATION

Data Analysis and Visualization
University of Texas at Austin
6 Month Certificate Granting Course

OCTOBER 2020
4.0 GPA

Psychology
Indiana University
Batchelor of Arts

MAY 2005



WORK

Data Developer/Engineer (Lead)
B.E.A.T. LLC

Leads big data team in support of U.S. Air Force Cyber Command. Facilitated build of big data platform (BDP) on a classified network (first of its kind). Facilitated build of data infrastructure, data parsers, documentation, while optimizing two data platforms. Developed software (in Scala) capable of searching the BDP for threat indicators of compromise. Co-authored big data technical manuals for data architects, developers, and data engineers to replicate achievements.

NOVEMBER 2020 - CURRENT

Intelligence Officer
U.S. Army Reserves

Senior intelligence officer with experience in leadership roles at all organizational levels. Commanded a military intelligence unit sized over 110 personnel. Delivered intelligence briefings to combined civilian and military audiences. Drafted complex intelligence products for unit missions with supporting briefings using military analytics tools such as Palantir, Query Tree, M3, and Pathfinder. Trained, supervised, and managed an intelligence unit responsible for intelligence production for United States Southern Command (USSOUTHCOM).

MAY 2005 - CURRENT

Senior Analyst (Multiple Positions)
Booz Allen Hamilton, CACI, Athena, & HSA

Leveraged big data resources to generate and brief simplified, easy to process, intelligence products. Prepared Biometric Intelligence Analysis Reports (BIARS) in support of deployed Intelligence Fusion Teams. Utilized interagency intelligence databases to compile comprehensive intelligence products. Led civilian intelligence teams in Afghanistan.

JUNE 2006 - JULY 2012



AWARDS

Top rated Intelligence Officer 5 of past 6 annual evaluation reports
US Army

2019

Unit Intelligence Readiness Achievement
US Army

Awarded highest unit readiness placement within battalion (2015).

2015


SKILLS

SQL


Python


Tableau


HTML/CSS


Machine Learning


R



PORTFOLIO

"FIFA 2018"

Overpaid Athletes? Determine the "Fair" Value of your Favorite FIFA Players with Machine Learning.

Machine Learning, Python

"THE HEALTHIEST"

Are Healthy Restaurants Healthy? What Gender/Age Groups do Healthy Restaurants Cater to? Which Restaurant is Healthiest?

Python, SQL

Gourmetmiles

Gourmetmiles tracks natural, packaged, & restaurant food intake. Uses smartphone to weigh, calculate, & store exact data about foods, helping you to Eat Smarter.

Big Data, Web Design, Development

Interactive Visualization Dashboard

Interactive Dashboard for analyzing the microbes that colonize human belly buttons. Dashboard revealed what types and how many microbial species were present in test subjects.

D3, Plotly

Correlation between Income and Health Coverage

Data on poverty and health coverage were analyzed to determine a correlation (if any) using D3, and broken down by U.S. state.

D3, Javascript


Employees Named Hercules

Data manipulation using SQL. Given an employee CSV, data was manipulated to show specific employee attributes. Click image to the left to view code.

SQL, ERD


Python, Python

Financial records were analyzed using a Python Script. Provided a CSV, profit/losses, average profit/losses, greatest increase, and decrease were determined. Click image to the left to view code.

Python


Perfect Weather

Weather data from over 500 cities was analyzed using a Python Script. Using specific weather paramaters, 7 perfect vacation spots were identified and plotted on a map. Click image to the left to view code.

Python, APIs


Gamer Demographics

Given a large CSV file of gamer data, demographics and purchase activity were analyzed. Observable trends were identified. Click image to the left to view code.

Pandas



CONTACT

Email
esaa.yamini@gmail.com

Address
360 Nueces St
Austin, TX
78701

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