Margaret Masika
@margaretmasika
Results-driven IT professional with expertise in AI data training and annotation.
What I'm looking for
I am a dedicated IT professional with over three years of experience in AI data preparation, annotation, and quality assessment. My journey began at Remotasks as an AI Data Annotation Lead, where I executed complex 2D and 3D object annotation projects, achieving a 95% accuracy rate. I refined annotation guidelines to enhance team consistency and was recognized for my work in autonomous vehicle training data.
At Appen, I served as an NLP Data Analyst, evaluating and enhancing AI language models. I created high-quality training data for chatbots and virtual assistants, focusing on natural conversation flows. I maintained a 98% accuracy rate in data labeling across multiple languages and contributed to improving AI model responses in cultural contexts.
Currently, as a Data Quality Analyst at Lugari CBO, I manage data entry and cleaning in the CPIMS system. I train community health volunteers in data collection methodologies and conduct quality assurance, ensuring data accuracy and completeness. I implemented data verification protocols and developed standard operating procedures for data collection and verification.
Experience
Work history, roles, and key accomplishments
Data Quality Analyst
Lugari CBO
Jan 2024 - Present (1 year 5 months)
Managed data entry and cleaning in the CPIMS system, trained community health volunteers, and conducted quality assurance on collected data to ensure accuracy and completeness.
NLP Data Analyst
Appen
Feb 2021 - Feb 2022 (1 year)
Evaluated and enhanced AI language models through text analysis and annotation, maintaining 98% accuracy in data labeling. Focused on creating training data for chatbots and conducting sentiment analysis.
AI Data Annotation Lead
Remotasks
Jan 2021 - Jan 2022 (1 year)
Executed complex 2D and 3D object annotation projects for machine learning applications, achieving 95% accuracy rates. Developed annotation guidelines and contributed to autonomous vehicle training data projects.
Education
Degrees, certifications, and relevant coursework
Kibabii University
Bachelor of Science, Information Technology
2016 - 2020
Grade: Second Class Honors
Studied Information Technology with a focus on data analysis and machine learning fundamentals, achieving Second Class Honors.
Availability
Location
Authorized to work in
Social media
Job categories
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