Dataset collection experience
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We are currently seeking expertise on the processes of data collection and labelling, and your input would be greatly appreciated. In exchange, we offer an overview of the aggregated insights from these discussions.

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Where are you from?
What do you do?
How do you assess the adequacy of the data your team collects and utilizes?
When it comes to training models, do you primarily rely on in-house training or do you also incorporate third-party APIs?
What is your primary approach for resourcing data-related processes: internal, collaborating with specialized vendors, or outsourcing?
Has your company ever explored or engaged in selling datasets to other entities for model training or business launch purposes?
What are your opinions on the potential of anonymizing or watermarking data before selling it as an anonymized dataset?
Describe the legal issues you have faced in relation to datasets.
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