Summary
Overview
Work history
Education
Skills
DATA ANNOTATION TOOLS EXPERTISE
Timeline
Generic

KARA DECKER

PHOENIX,MARICOPA

Summary

Data Annotation Specialist with experience analyzing and labeling large datasets to enhance machine learning models, boosting algorithm accuracy by 20%. Collaborated with data scientists to refine annotation guidelines, achieving 25% increase in consistency. Developed quality control processes ensuring data integrity, reducing error rates by 20%. Proficient in implementing efficient annotation systems and supporting AI development projects.

Overview

8
8
years of professional experience
4
4
years of post-secondary education

Work history

DATA ANNOTATOR

FREELANCE
PHOENIX, MARICOPA
11.2023 - Current
  • I accurately tagged, labeled, and categorized various types of data such as text, images, videos, audio, or point clouds according to project guidelines for my private clients such as Apen and Lionbridge to make the data usable for machine learning models.
  • I always checked all my annotated data for accuracy, completeness, and consistency, correcting errors, and ensuring the quality of the data sets used for training AI models.
  • Removed irrelevant or incorrect data to improve the quality and reliability of training data.
  • I always ensured that I stay updated with the latest trends in data annotation and machine learning.
  • Maintained organized and detailed records of annotated data and any changes made during the annotation process.
  • Communicated any issues or challenges with data annotation to project managers in a timely and professional manner.
  • Successfully delivered on tasks within tight deadlines.

Data Annotator

AI/ML Engineers
Chandler, Arizona
01.2019 - 08.2023
  • Supported team by demonstrating respect and willingness to help.
  • Worked flexible hours, covering nights, weekends and bank holidays.
  • Displayed energy and enthusiasm in fast-paced environment.
  • Ensured confidentiality and security of sensitive data during annotation tasks.
  • Stayed updated with the latest trends, tools, and techniques in data annotation and machine learning to enhance the annotation quality and efficiency.
  • Annotated, labeled, and categorized data accurately.
  • Increased customer satisfaction by resolving issues.
  • Reviewed annotated data for accuracy and completeness, making adjustments as needed.

Intern

G2i Inc
Phoenix, Maricopa
11.2017 - 12.2018
  • Developed proficiency in various software applications with rigorous training sessions.
  • Conducted in-depth market research to understand consumer behavior.
  • Coordinated effectively with diverse teams for successful project execution.
  • Ensured timely project completion for customer satisfaction.
  • Reported any inconsistencies or issues in data sets to my seniors.
  • Collaborate with data scientists to understand and improve data annotation processes.
  • Handled incoming calls and emails, ensuring prompt response.
  • Prepared comprehensive reports to facilitate informed decision-making process.

Education

Bachelor of Science - Computer Science

Arizona State University-West
Glendale
08.2013 - 06.2017

Skills

  • Quality Assurance
  • Strong attention to detail and accuracy
  • Excellent analytical and problem-solving skills
  • Good understanding of machine learning concepts and algorithms
  • Knowledge of data privacy and security regulations
  • Multilingual
  • Excellent communication skills
  • SQL Proficiency
  • Critical Thinking
  • Time Management

DATA ANNOTATION TOOLS EXPERTISE

  • V7
  • Labelbox
  • Scale AI
  • SuperAnnotate
  • CVAT
  • LabelMe
  • Labelimg
  • VoTT
  • ImgLab

Timeline

DATA ANNOTATOR

FREELANCE
11.2023 - Current

Data Annotator

AI/ML Engineers
01.2019 - 08.2023

Intern

G2i Inc
11.2017 - 12.2018

Bachelor of Science - Computer Science

Arizona State University-West
08.2013 - 06.2017

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KARA DECKER