Katherine Rinehart
Geospatial Information Data Scientist
Master of Applied Geospatial Information Systems and Technologies
Summary
I am a geospatial data scientist with a master's in applied geospatial information systems and technology and a bachelor's in geography with a minor in GIS. I am passionate about the insights that effective geospatial data analysis can provide to understand, improve, and protect operations, systems, communities, environments, and organizations. My most commonly used skills are data collection, management, and analysis using GIS, databases, programming, and geospatial statistics. I am often commended for eloquent reports and for exhibiting diligence, consistency, and reliability. I received the 2023 Outstanding Capstone Award for my six-month master's Capstone Project: Variations in Geographically Weighted Regression Models and Scales: A Case Study of Nonviolent Crime in Los Angeles County.
Education
University of California, Los Angeles
Master of Applied Geospatial Information Systems and Technologies (MAGIST)
Graduated June 2023
University of California, Los Angeles
B.A. Geography | Minor Geospatial Information Systems and Technology
Graduated June 2022
Pierce College, Los Angeles
A.A. Social and Behavioral Sciences
Graduated June 2019
Capstone Project
Variations in Geographically Weighted Regression Models and Scales: A Case Study of Nonviolent Crime in Los Angeles County
Relevant Coursework
Programming for Geospatial Data Science II | Explores interactive Web-based GIS and mapping technologies. Learn to design and develop Web maps and applications using HTML, CSS, JavaScript, and mapping libraries like Leaflet and D3.js. Develop complex geospatial applications with JavaScript and frameworks.
Spatial Data Science Futures | This dynamic and variable course delves into the latest advancements in geospatial data science. Engage with the world of cloud-based image analysis, leveraging the powerful capabilities of Google Earth Engine (GEE) to shift from the traditional graphical user interface (GUI) or code-based remote sensing software running on personal computers or local servers towards cloud-based remote sensing APIs that rely on code. The course uses cutting-edge techniques, including machine learning and artificial intelligence applications, to drive innovation in remote sensing research.
Applied Spatial Statistics | Explores key concepts and techniques in spatial statistics, data analysis, and visualization with a geographic focus. Master statistical computing, tabular data processing, and practical spatial analysis methods using R Studio. Topics include spatial relationships, spatial autocorrelation analysis, cluster analysis, spatial regression analysis, point pattern analysis, and space-time modeling.
Programming for Spatial Data Science I | Learn to apply scripting, automation, and computer programming in the geospatial sciences. Utilize Python to create data processing scripts and applications, leveraging widely-used geospatial data manipulation libraries, including geopandas, pandas, rasterio, and folium. Gain practical knowledge of computer programming concepts and theory.
Geospatial Imagery Analysis | Examine and implement advanced programmatic image processing and analysis techniques for remotely sensed geographic data from satellite and aerial platforms. Acquire the skills to construct multi-step image analysis processes encompassing classification, filtering, change detection, spatial modeling, image correction, and terrain analysis using ArcGIS Pro.
Geospatial Databases and Data Management | Provides advanced insights into geospatial data management and spatial databases using PostgreSQL, PostGIS, QGIS, and ArcGIS Pro. Learn database design theories, data management tool interoperability methods, engineering, and enterprise spatially enabled relational database systems administration.
Applied Spatial Data Science | Discover key methods in GIS through hands-on projects, emphasizing modeling, spatial analysis, geoprocessing, data manipulation, geocomputation, and data visualization. Solve real-world problems and address geographic research questions using advanced spatial analysis and visualization techniques using ArcGIS Pro, R, and Python.
Awards
Outstanding Capstone Project Award | UCLA MAGIST | June 2023
Dean’s Honor List | UCLA | Winter 2022
Dean’s Honor List | Pierce College | Spring 2018
Skills
Software | Esri ArcGIS Pro, ENVI, QGIS, Google Earth Engine, VS Code, pgAdmin, RStudio, GeoDa
Programming Languages | Python, SQL, JavaScript, R, HTML, CSS
Mapping | web, cartography, and digital
Data | collection, processing, relational database design and management, representation, analysis, statistical modeling and visualization
Web | design, development, mapping, and programming
Remote Sensing | digitization, composite imagery, vegetation indices, machine learning models, analysis, neural networks
Interpersonal Skills | Written and verbal communication, solution development
Professional Experience
Adani Tile Solutions | IT, Graphic Designer, Social Media Manager 01/2019 - Current
Delivered technical support through maintenance and troubleshooting of computers, programs, data storage, and file management.
Applied creative design skills to establish a distinctive brand identity, crafting logos, websites, templates, and print materials.
Managed website content and design updates, enhancing user experience and achieving SEO goals through optimized content and improved keyword relevance.
Rinehart Pet Sitting | Pet and House Sitter 03/2019 – Current
Delivered personalized pet care tailored to individual needs and client preferences, showcasing attention and organizational skills.
Built a reliable and trustworthy reputation through strong client relations, fostering satisfaction, and client retention.
Woodland Hills Family | Private Nanny 11/2017 – 03/2018
Effectively ensured children's safety during after-school transportation to various activities while providing diligent academic assistance, fostering a positive learning atmosphere, and supporting intellectual development.
Proficiently managed household tasks, from nutritious meal preparation to maintaining cleanliness, showcasing adept multitasking and management skills.
The Silverman Group | Executive Assistant 05/2017 – 09/2017
Efficiently managed paperwork and computer-based data, ensuring seamless access while proactively handling administrative tasks and seeking opportunities to optimize client communications, streamline recordkeeping, and enhance data entry practices.
Assisted in various aspects of real estate operations, including showings, open houses, sign placement, and canvassing, demonstrating adaptability and a willingness to take on diverse responsibilities.
Universal Systems Technology | Executive Assistant 10/2016 – 05/2017
Utilized spreadsheets and databases for meticulous tracking, analysis, and insightful report generation, showcasing data management and analysis proficiency.
Exemplified exceptional organizational skills, optimizing operations, prioritizing tasks, and boosting productivity for senior staff by maintaining meticulous paperwork and efficient information retrieval.