For employers

Hire this AI Trainer

Sign in or create an account to invite AI Trainers to your job.

LoginCreate account
Invite to Job
K

Kathrina Cedano

Technical Research Manager - Benchmark Dataset Project

USA flagHouston, Usa
$20.00/hrExpertMercorAppen

Key Skills

Software

MercorMercor
AppenAppen

Top Subject Matter

Geoscience Domain Expertise
Structural Safety
Soil-Structure Interaction

Top Data Types

TextText
ImageImage
DocumentDocument

Top Task Types

ClassificationClassification
Land Cover ClassificationLand Cover Classification

Freelancer Overview

Technical Research Manager - Benchmark Dataset Project. Brings 10+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal, Proprietary Tooling, and ArcGIS (ESRI). Education includes Master of Science, University of Houston (2023). AI-training focus includes data types such as Text, Geospatial, and Tiled Imagery and labeling workflows including Classification and Land Cover Classification.

ExpertEnglish

Labeling Experience

Geospatial Data Labeler and Classifier

Land Cover Classification
Applied ArcGIS and BIM tools to categorize and label hydrospheric, lithospheric, and pedospheric data for urban infrastructure projects. Interpreted and annotated geological cross-sections, soil horizons, and LiDAR imagery to support geoscientific AI applications. Followed ASTM, ASCE, and ISO 9001 standards to ensure accuracy in all labeling outputs. • Used ArcGIS and AutoCAD Civil 3D for image and geospatial data labeling • Conducted land cover and structural classification on infrastructure datasets • Leveraged LiDAR and satellite datasets for geological segmentation • Ensured compliance with international documentation protocols

Applied ArcGIS and BIM tools to categorize and label hydrospheric, lithospheric, and pedospheric data for urban infrastructure projects. Interpreted and annotated geological cross-sections, soil horizons, and LiDAR imagery to support geoscientific AI applications. Followed ASTM, ASCE, and ISO 9001 standards to ensure accuracy in all labeling outputs. • Used ArcGIS and AutoCAD Civil 3D for image and geospatial data labeling • Conducted land cover and structural classification on infrastructure datasets • Leveraged LiDAR and satellite datasets for geological segmentation • Ensured compliance with international documentation protocols

2022 - Present

Technical Research Manager - Benchmark Dataset Project

TextClassification
Spearheaded the standardization and labeling of complex geoscience benchmark datasets for soil-structure interaction studies. Labeled and categorized over 1,500 text-based and image-based items, ensuring accuracy for AI model development in structural safety. Implemented protocols for bias auditing and quality control to produce high-integrity datasets for predictive modeling. • Standardized geoscience dataset labeling using industry protocols • Conducted classification and categorization on both text and geospatial image data • Managed team-based audits for bias and accuracy • Produced benchmark datasets for machine learning in civil engineering

Spearheaded the standardization and labeling of complex geoscience benchmark datasets for soil-structure interaction studies. Labeled and categorized over 1,500 text-based and image-based items, ensuring accuracy for AI model development in structural safety. Implemented protocols for bias auditing and quality control to produce high-integrity datasets for predictive modeling. • Standardized geoscience dataset labeling using industry protocols • Conducted classification and categorization on both text and geospatial image data • Managed team-based audits for bias and accuracy • Produced benchmark datasets for machine learning in civil engineering

2022 - Present

Education

U

University of Houston

Master of Science, Civil Engineering (Geoscience and Geotechnical Focus)

Master of Science
2021 - 2023

Work History

B

BFS

Technical Research Manager

Houston
2022 - Present
A

Angel Henderson State Farm

Office Manager

Houston
2017 - 2022