Machine Learning Data Labeling Specialist
Resume:
Suzan Marie
*************@*****.***
Amman, Jordan
Professional Summary
Highly motivated and detail-oriented individual with a passion for building and refining machine learning models. I possess a strong understanding of data labeling principles and their critical role in model accuracy. I am eager to leverage my skills and knowledge to contribute to a team focused on developing innovative ML solutions through meticulous data preparation and labeling.
Experience:
Machine Learning Data Associate 2021 - Present
Amazon Amman, Jordan
Prepare labeled data for machine learning models (e.g., ASR, Alexa). Label audio for speech-to-text conversion.
Ensure data accuracy and consistency via guidelines and quality control. Utilize annotation tools for efficient labeling.
Support tasks like speech recognition and sentiment analysis. Collaborate with scientists and engineers on project requirements. Communicate with team to resolve labeling issues.
Participate in discussions to enhance labeling processes. Analyze labeled data to identify biases for fair training. Label data points for wake word presence.
Annotate audio context for training information (e.g., background noise, speaker traits).
Visa Application and Immigration Translation Officer 2019 - 2020 Encyclopedia Office for Translation Amman, Jordan
Translated immigration applications and documents (e.g., passports) into English accurately.
Ensured translations reflected the intent and legal terminology of originals. Adapted translations for cultural contexts for clarity with immigration officers. Maintained sensitivity to cultural nuances impacting interpretation. Followed protocols and adhered to immigration terminology for accuracy. Contributed to critical information translation for immigration decisions. Upheld data security protocols to protect client information. Maintained confidentiality, ensuring secure access for authorized personnel. Out of The Box:
From 2019 to 2021, independently developed and delivered engaging English and science curricula. This project enhanced my lesson planning and instructional design skills, allowing me to cater to diverse learning styles and foster critical thinking. It deepened my pedagogical skills and passion for creating effective learning environments. Professional Courses:
ADS Data Privacy
Amazon: Completed on January 2024.
Amazon Devices Organization and the Seller Data Protection Policy Amazon: Completed on April 2023.
Amazon Corporate Security - Better Badging (English) - Global Amazon: Completed on October 2022.
Amazon Security Awareness
Amazon: Completed on July 2022.
Alexa Privacy Foundational Training
Amazon: Completed on September 2021.
ADS Customer Obsession
Amazon: Completed on September 2021.
SAIF Data Privacy and Compliance Overview
Amazon: Completed on May 2021.
ADS Work Environment Acknowledgment
Amazon: Completed on May 2021.
ADS Privacy and Risk Mini Series - External Communications Amazon: Completed on April 2021.
Education:
Bachelor’s Degree in English Language and Literature 2016 - 2020 Balqa Applied University Amman, Jordan
Skills:
Curriculum development Lesson planning Instructional design Adaptability to diverse learning styles Critical thinking facilitation Pedagogical skills Translation accuracy Legal terminology comprehension Cultural sensitivity Data security adherence Confidentiality maintenance Data labeling for machine learning Audio labeling for speech-to-text Quality control Annotation tool utilization Collaboration with cross- functional teams Communication for issue resolution Process enhancement participation Bias analysis in labeled data Context annotation for training data. Languages:
Arabic: Bilingual.
English: Proficient.
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