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Taylor Gibbs

USA

Taylor Gibbs
+1 863-327-6671 • taylor.gibbs.data@gmail.com • linkedin.com/in/taylor-m-gibbs
• https://dynamicdatalabs.net/

WORK EXPERIENCE
Dynamic Data Labs LLC • 08/2023 - Present
Principal Consultant & CEO
• Leadership, Decision-Making, Strategic Planning, Communications, Financial Management,
Stakeholder Management, Innovation, Research & Software Development, Marketing &
Advertising
• Developing an E2E Multi-Dimensional Accounting Dashboard for a construction firm.
Classifying Transactional Data for Smart Decision-Making.

United States Social Security Administration • Remote • 11/2022 - 08/2023
Statistician
• Validated and Built 3 data dictionaries : 2 of the largest databases in production
environment cross-application electronic access, account login transactions and a 3rd
database of API-extracted json variables of account registration transactions.
• Data mapped foreign keys and IDs/primary keys shared across databases, showing how
they can be used to link to other datasets
• SQL all requirements/scenarios leading to each type of block.
• Analyzed existing tools &
databases then provided software solutions recommendations • Designed & built interactive
Tableau dashboard, visualizing Account Blocks/and Deactivations
• Attended 2023 American
Statistical Association Symposium on Data Science & Statistics
• Data Mining, Segmentation Analysis & reporting of large fraud scheme : identified multiple
transaction patterns and behaviors linking Personally Identifiable Information
• SAS programming : cross-environment joins, data validation and data extraction
• Wrote SSA Policy-supporting SQL validation code on types of account blocks. Documented in
SQL all requirements/scenarios leading to each type of block.

Midtown Consulting Group • Atlanta, GA, USA • 06/2021 - 11/2022
Senior Consultant Data Engineering
• Contributed to data infrastructure and security checklist guide for education data security
solution
• Azure Security & Encryption, Role-Based Access Control, Orchestration, Synapse
• A/B tested extended data management, security, operations, for FL public K-12 and
universities
• SQL script optimization for data transformations and analysis of variables
• Data mapping & code consolidation of machine learning algorithms
• Presented to a major university client : recommended Azure solutions for structured and
unstructured data; part of team effort resulting in a win of a multi-million contract

The Coca Cola Company • Atlanta, GA, USA • 07/2019 - 06/2021
Analytics Engineer
• Developed, tested, validated, deployed, owned E2E BI pipelines; provided data strategy input,
technical documentation, CICD
• Managed multiple lines of business' data interpretation, reporting, translating business
requirements into technical requirements
• Cross-organization Collaboration & Communication : audiences technical & non-technical
• Built frameworks for data governance, data quality & integrity
• Aligned business use cases to business initiatives with available technology
• Analyzed existing tools & databases then provided software solutions recommendations
• Monitored & maintained DEV, QA, PRODUCTION environments, data sources, metadata
• Determined level of business impact $ of data quality issues
• Led small teams of off-shore developers, managed stakeholder involvement in data
initiatives
• Managed data vendor relationships in-person and Remote
• Reduced cost of AWS storage by tens of thousands, annually by optimizing data warehouse
• Lead Analytics Engineer : Supply Chain Data Hub Automation; reduced manual methods by
50%; SQL & Shell Scripting
• Performed Data Migration of E2E solutions from AWS to Azure
• Designed and recommended data quality issue repairs and escalation processes
• Lead Analytics Engineer : Consumer Survey Data AWS Pipeline - part of 2020 COVID Business
Impact Model; SQL & Python
• Churn Analysis Deliverable : used SQL & Excel to track customer & shipment volume churn
during initial COVID-19 pandemic; created Pivot table to ID target geographies for shipment
quantities, based on consumer preference and volume. Presented to VP
• Managed Monthly ETL process for Store-Level Nielsen Sales dataset; QA/QC validation
• Served as SME of data pipelines across Supply Chain, Consumer Behavior/Surveys, Digital
Marketing and Store-Level Sales

Georgia Institute Of Technology • Atlanta, GA, USA • 08/2017 - 05/2019
Graduate Research Assistant
• Conducted economic development research, generated KPIs & datasets for Atlanta 3D
Digital Model
• Exploratory analysis, Segmentation Analysis: parcel, transportation, housing, utility data;
identified, ranked levels of resistance/susceptibility to development
• Wrote SQL and Python scripts automating ETL pipeline mapping of service frequency,access,
& walking distance using GTFS data
• Architected & Built ETL pipelines w/ Python ArcPy package & Model Builder, results:
Automated data collection, automated data transformations, mapped socioeconomic,
Census, demographic, & Zillow data.
• Conducted R&D using SQL across multiple studies at the same time
• Integrated Census economic data & Census geographic hierarchies with GTFS transit data,
automated spatial overlay geoprocessing techniques
• Co-authored paper on machine learning cluster analysis using spatial and public transit
data. Presented research at the 2018 Transportation Research Board in Washington, D.C.
• Mentored graduate students in GIS

Atlanta Regional Commission • Atlanta, GA, USA • 05/2018 - 08/2018
Transportation Access & Mobility Intern
• Data integration, Database Management, Reporting, Mapping
• Conducted policy research used in decision-making for Atlanta Metro paratransit system
• Established KPI metrics tracking performance of critical data elements.
• Using financial government funding data, developed Excel ranking tool for 5 Atlanta Metro
counties' paratransit vehicle fleets
• Calculated KPIs Remaining Useful Life (Life Cycle Analysis) for vehicle fleet
• Built correlation matrix visualization of spatial relationships in para - transit trip origins and
destinations using R

The Villages Technology Solutions Group • The Villages, FL, USA • 05/2017 - 07/2017
GIS Technician
• Provided client-facing GIS Consulting services to Sumter County FL Govt
• Reconstructed 75% of Sumter County parcel database from plat maps
• Developed SOPs for parcel data entry
• In Excel, Built data quality evaluation tool for 2 enterprise databases
• Ingested and managed data in real estate, parcel, utility databases; transformed new
commercial development site CAD files into GIS files

University Of Florida • Gainesville, FL, USA • 05/2015 - 04/2017
Research Assistant
• Fluvial Geomorphology Lab ○ Designed & implemented ETL process digitizing Army Corps of
Engineers Historical Aerial Imagery. ○ Database management & creation; from LiDAR
imagery, calculated & quantified “change in course” of rivers over 100 years
• Friedheim Tourism Institute ○Database management & wrangling of FL Tourism database
○Data Mining NAICS codes using SQL & Geostatistics producing subset datasets ○Performed
K-means Cluster analysis of Florida tourism-related businesses ○Created datasets for FLDOT,
improving decision-making in FL tourism, travel and recreation planning
• Geography Department ○Wrangled historic rainfall elevation data using Excel; data
imputation of missing values ○Using SQL, ArcGIS, Identified locations most representative of
each other ○Modeled and mapped variation in climate change phenomena and
topography, by conducting statistical analysis : t-tests, correlations, covariance, coefficient
of variation, IDW

Esri • Redlands, CA, USA • 05/2016 - 08/2016
GIS Consulting Intern
• Developed & presented 4 demos of ArcGIS Hub prototype web apps, using LA GeoHub open
data, ArcGIS Online, SQL, Segmentation Analysis
• Conducted economic development research that provided foundational input for design
and service offerings of ArcGIS Hub software and ArcGIS Urban software
• Developed economic development/land-use KPI calculator for Geoplanner Application

EDUCATION
Master Of City & Regional Planning
Georgia Institute Of Technology • 08/2017 - 05/2019
BA in Geography & Political Science
University Of Florida • 08/2013 - 05/2017

CERTIFICATIONS
Developing on AWS
AWS• 02/2020 - 02/2020

AWARDS & SCHOLARSHIPS
Data Science Diversity Scholar
Southern Data Science Conference • 10/2018
Top UF Geography Undergraduate
University of Florida • 03/2017
UF Dean's List & President's Honor Roll
University of Florida • 05/2014

PROJECTS
Social Equity Analysis of Job Accessibility along the ATL Public Transportation
Network, using Multivariate Multiple Regression in R
Georgia Tech • 08/2018 - 05/2019
Global Carbon Project

National Institute of Environmental Studies, Japan + Georgia Tech • 01/2019 - 05/2019
Lead Analyst, Smart Mobility
Analyzed human trace/sensor data, integrated w/ built-environment data.
Mapped transportation behaviors.
Modeled urban temperature and heat indices, fire vulnerability, flood.
Presentation to Tokyo Government, Provided insights & policy recommendations

Global Weapons Trade Network, Spatial Analysis
University of Florida • 11/2015 - 12/2015
Pre-processed then developed network matrix from UN COMTRADE data
Visually mapped economic relationships network using ORA software
Identified insightful relationships between countries' weapons trade network, primarily focusing
on China, Russia, and USA

PUBLICATIONS
"On Ridership and Frequency" Berrebi S., Joshi S., Gibbs T., Watkins K.
Transportation Research Part B • 05/2019
"Comparing Transit Agency Peer Groups Using Cluster Analysis" Ederer D., Berrebi S.,
Diffee C., Gibbs T., Carmenate S., Watkins K.
Southeastern Transportation Research, Innovation, Development and Education Center
(STRIDE) • 01/
2019

SKILLS
Access Control, Amazon Web Services, Analysis, Application Programming Interface, ArcGIS,
ArcPy, Automated Data Collection, Azure Firewall, Built Environment, Business Initiative, Client
Facing, climate research, Cluster Analysis, Communication, Consumer Behavior, Continuous
integration, Creativity, Cross-Organization Collaboration, Customer Service, Customer Surveys,
Data Analysis, Database Management, Data Extraction, Data Governance, Data Infrastructure,
Data Integration, Data Interpretation, Data Management, Data Mapping, Data Mining, Data
Optimization, Data Pipelines, Data Profiling, Data Quality, Data Science, Data Security, Data
Storage, Data Strategy, Data Validation, Determination, Development, Digital Marketing, Disaster
Management, dplyr, Econometrics, Economic Analysis, Economic Development, Economic
Statistics, Emergency Management, Enterprise Database, Environmental Impact, ETL, Extract
Transform and Load, Financial Management, Geographic Information System, Geography,
Geoprocessing, Geostatistics, GIS, Green Infrastructure, Innovation, JavaScript Object Notation,
Key Performance Indicator, Land Use, Land Use Planning, Leadership, LiDAR, Life Cycle
Assessment, Machine Learning, Market Segmentation Analysis, Master Plans, matplotlib,
Microsoft Azure, Microsoft Excel, Multivariate Analysis, Network Analysis, NumPy, Pandas,
Planning Process, Policy Analysis, Policy Analysis, Power BI, Presentation, Production Server,
Public Transit, Python, Python Script, Quality Control, Quantitative Research, Real Estate,
Research, Research and Development, River Morphology, R Programming, seaborn, Site
Planning, Site Selection, Social Equity, Software Development, SQL, SQL Script, Stakeholder
Management, Standard Operating Procedure, Statistical Analysis, Statistical Analysis System,
Statistics, Supply Chain Management, Sustainability, Tableau Software, Technical
Documentation, tidy, Topography, Traffic Analysis, Transportation Management, Transportation
Planning, Urban Design, Urban Planning, Use Case, Vendor Relationship Management

Taylor Gibbs

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