Fred Kellner
Senior Data Analyst at Climate- Claim this Profile
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Bio
Experience
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Climate
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United States
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Technology, Information and Internet
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700 & Above Employee
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Senior Data Analyst
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Jun 2022 - Present
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Envision
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United States
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Staffing and Recruiting
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300 - 400 Employee
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Data Scientist
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Mar 2021 - Jun 2022
Geospatial processing and exploratory analysis of agricultural data at the subfield level for further use in machine and deep learning models. * Python * SQL * Gitlab * AWS * Spark * CI/CD Geospatial processing and exploratory analysis of agricultural data at the subfield level for further use in machine and deep learning models. * Python * SQL * Gitlab * AWS * Spark * CI/CD
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RedCastle Resources, Inc.
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United States
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Information Technology & Services
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1 - 100 Employee
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Remote Sensing Analyst
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Jul 2013 - Mar 2021
• Provide support to the Forest Service Region 1, Remote Sensing and Geospatial Programs • Vegetation mapping, ecological monitoring and vegetation change detection through remote sensing, machine learning and spatial modeling • Collaborate with Forest Service GIS Analysts and Scientific Specialists to create work-flows, accomplish tasks and produce deliverable data and geospatial analyses • Python, R and JavaScript for scripting, data visualization and application development • Git and GitHub for version control of scripts and applications • Produce analyses using Landsat, MODIS and Sentinel-2 imagery in Google Earth Engine • Create extract, transform and load routines using Feature Manipulation Engine (FME) • Manage content and administer users in ArcGIS Online via the ESRI REST and Python APIs • Use of software such as ArcGIS Desktop, GDAL, ERDAS Imagine and Trimble eCognition • Create and maintain geospatial metadata for current and ongoing projects • Provide detailed instruction and documentation of tools, scripts and applications • Plan, organize and implement field campaigns to gather vegetation training data Show less
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USDA Natural Resources Conservation Service
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United States
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Government Administration
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1 - 100 Employee
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Soil Technician
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2011 - 2011
• Collect field data for analysis of soil carbon storage and classification of soil at the landscape scale. • Data entry and management using Microsoft Access. • Use of GPS systems such as Delorme and Garmin. • Use of ESRI ArcGIS Desktop to display spatial data. • Collect field data for analysis of soil carbon storage and classification of soil at the landscape scale. • Data entry and management using Microsoft Access. • Use of GPS systems such as Delorme and Garmin. • Use of ESRI ArcGIS Desktop to display spatial data.
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U.S. Forest Service
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United States
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Government Administration
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700 & Above Employee
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Hydrologic Technician
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2008 - 2010
• Implement Forest Service protocols to collect data pertinent to soil and hydrologic processes. • Select, monument, and measure stream cross-sections, longitudinal profiles, and discharge, perform pebble counts and use Rosgen stream classification system. • Use Page-Dumroese soil disturbance data collection protocol. • Use of Garmin GPS, and Marsh-McBirney flow meter. • Data processing and analysis using Microsoft Access and Excel, as well as ESRI ArcGIS Desktop. • Collaborate with soil scientists and hydrologic technicians to write reports related to soil disturbance and function. Show less
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Education
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University of Montana
Master of Science (MS), Geological and Earth Sciences/Geosciences -
University of Montana
Bachelor of Science (BS), Geological and Earth Sciences/Geosciences