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Video
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Data Collection
Prompt + Response Writing (SFT)
Computer Programming/Coding
Audio Recording
Transcription
Translation/LocalizationIn AI training, I've conducted end-to-end model development from data collection through deployment, including fine-tuning large language models, optimizing retrieval-augmented generation (RAG) pipelines, and implementing active learning strategies to maximize the value of labeled data. I'm proficient in using industry tools like Scale AI, custom annotation platforms, and I understand the critical relationship between data quality, labeling consistency, and model performance. My work has directly contributed to training accurate, robust AI systems that perform reliably in real-world applications
I understand the data labeling process thoroughly from my training: it involves identifying raw data (images, text, videos, audio) and adding meaningful labels to specify context for machine learning models. This labeled data becomes the foundation for training accurate AI systems, with human annotation often necessary to curate high-quality datasets
Machine Learning Specialization
Data Annotator at appertech, Scale AI, or RemotelyAnywhere (6-12 months)
