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Appen
CrowdSource
Data Annotation Tech
Labelbox
Lionbridge
Mindrift
OneForma
Scale AI
Telus
Image
Text
Video
Audio
Document
Audio Recording
Emotion Recognition
Evaluation/Rating
Prompt + Response Writing (SFT)
Translation/Localization
Classification
Text GenerationConversation Chatbot Data Annotator. Brings 9+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other and Labelbox. Education includes Bachelor of Science, University of Sumatera Utara (2009). AI-training focus includes data types such as Text and Audio and labeling workflows including Evaluation, Rating, and Classification.
Labelling and checking text data for Pinpoint (AI marketing conversation) from various scenarios into model training, it aims to improve sales efficiency and optimize sales strategies and processes
Serving as an AI Voice Chatbot Trainer at Productive Playhouse, I analyzed and annotated voice conversations for AI model personalization. I provided annotations focusing on tone, local context, and factuality of responses. My efforts improved the reliability and cultural adaptation of training data in the Indonesian linguistic context. • Increased user preference rankings through detailed tone analysis. • Achieved 98% data precision rate by eliminating AI hallucinations. • Focused on Indonesian language and cultural nuance in voice data. • Maintained high standards in conversational annotation quality.
Creating prompt, analyze both responses generated, then determine the best one.
Data labeling in target language(s) for machine learning on a large variety of tasks, performing research as needed. • Determine whether language and style are appropriate to cultural and geopolitical target locale. • Attention to detail and task instructions applying best practices consistently. • Adhere to productivity and quality standards.
I analyze and review the AI responses that are generated, whether they are in accordance with the rules of official writing, grammar, conformity with logic, also localization
Bachelor of Science, Chemical Engineering
Bachelor Degree, Chemical Engineering
Internal Auditor
Internal Auditor
