Patrick Mannella
Kennesaw,GA
Summary
Dynamic Geospatial Data Scientist with a proven history of transforming complex datasets into actionable insights, leveraging GIS platforms to optimize operational strategies and drive critical business decisions. Expert in developing complex data analytic models, enhancing predictive capabilities and informing strategic initiatives in diverse industries. Skilled in building robust geospatial data pipelines, integrating machine learning techniques to elevate data accuracy and efficiency, ensuring impactful solutions that resonate in real-world applications. Strong focus on team collaboration and achieving results, adapting to changing needs effortlessly. Skilled in GIS software, spatial data management, and remote sensing, with keen eye for accuracy and efficiency. Reliable and flexible, consistently driving projects to successful completion.
Overview
5
5
years of professional experience
Work History
GIS Analyst IV
POND AND Company
03.2025 - Current
- Spearheading strategic enhancements to the on-prem ArcGIS Enterprise platform, including performance tuning, security hardening, and advanced monitoring.
- Implementing content-lifecycle governance with Python scripts that classify, archive, or purge items based on usage, reducing stale content by 60%.
- Guiding cross-functional teams on enterprise GIS best practices and mentoring junior analysts.
- Assisted in the integration of GIS technology into existing business processes, leading to more informed decision-making across departments.
GIS Analyst III
POND AND COMPANY
03.2024 - 03.2025
- Engineered a 6-machine ArcGIS Enterprise deployment, enhancing performance and security.
- Automated workflows using Python and SQL, reducing processing time.
- Developed digital-twin proof-of-concepts with LiDAR and real-time sensor integration for client demonstrations.
- Produced VR mapping deliverables, accelerating FAA design review cycles.
- Reduced project completion times by implementing process improvements in GIS workflows and data management practices.
GIS Analyst II
POND AND COMPANY
04.2023 - 03.2024
- Developed Python and SQL utilities for processing multi-million-row datasets, generating KPIs for pipeline integrity and cathodic protection programs.
- Collaborated with engineering, construction, and IT teams to translate technical goals into actionable geospatial solutions.
- Provided subject matter expertise in spatial analysis methodologies, contributing to improved project outcomes.
- Developed requirements for application of GIS solution data.
Project Coordinator
ICON ENGINEERING
01.2022 - 04.2023
- Cleared project backlog of fiber-optic design packages, exceeding production goals by 25% while implementing standardized QA/QC workflows.
- Guided technicians on optimal GIS technology stacks and maintained comprehensive documentation for all GIS services.
- Kept projects on schedule by managing deadlines and adjusting workflows.
- Prepared meeting agendas and minutes for distribution and record keeping.
Lead Design Analyst
ICON ENGINEERING
01.2021 - 01.2022
- Directed a 6-person team to deliver 1M+ ft of fiber design ahead of schedule and under budget using ArcGIS Pro and Python tools.
- Implemented continuous improvement loops, reducing re-work by 30% with automated validation scripts processes.
- Improved internal knowledge sharing by developing comprehensive documentation outlining standard operating procedures for various tasks.
GIS / Design Analyst
ICON ENGINEERING
07.2020 - 01.2021
- Innovatively utilized internal and external geospatial data to create comprehensive data packages for clients.
- Developed, integrated, and maintained GIS databases using various programming languages and ESRI's GIS applications.
- Enhanced team collaboration by providing clear communication of complex findings through visualizations and reports.
Education
Master of Science - Computer Science
University of West Georgia
Carrollton, GA05.2024
Bachelor of Science - Information Systems
University of West Georgia
Carrollton, GA01.2020
Skills
- Python
- C#
- C
- Java
- JavaScript
- TypeScript
- SQL
- Database Design/Administration
- ArcGIS Enterprise
- Portal Administration
- Server Administration
- GIS analysis
- ArcGIS suite
- Georeferencing
- Remote sensing
- Cartography
- Raster analysis
- Data management
Accomplishments
- Supervised a team of 10 in the development of internal data analysis AI tools.
- Wrote technical documentation and listed as an inventor for a patented VR technique.
- Successfully led a migration from a cloud based enterprise system to an on-site enterprise system.
Timeline
GIS Analyst IV
POND AND Company
03.2025 - Current
GIS Analyst III
POND AND COMPANY
03.2024 - 03.2025
GIS Analyst II
POND AND COMPANY
04.2023 - 03.2024
Project Coordinator
ICON ENGINEERING
01.2022 - 04.2023
Lead Design Analyst
ICON ENGINEERING
01.2021 - 01.2022
GIS / Design Analyst
ICON ENGINEERING
07.2020 - 01.2021
Master of Science - Computer Science
University of West Georgia
Bachelor of Science - Information Systems
University of West Georgia
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