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Generating "stories" from your digital trace data
I’ve been working on an open source project that leverages gen ai to make digital trace data come alive.
Digital trace data consists of a person’s Google search history, WhatsApp messages and ChatGPT conversations and tells the true story of a person’s identity, free of the filters we self impose when sharing content on social apps.
In its current form, the data pipeline analyzes the Google Takeout’s “Activity.json” file and generates sequences of captioned images that showcase the evolution through time of one’s life experiences inferred from it (personal growth, curiosities and worries, dreams and aspirations, etc).
I will demo the first working iteration of the app (slightly different from the description above) and a sneak peek of the second iteration. Will also showcase the underlying data pipeline and how transformer models are being deployed.
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