Hey PH! I'm building in AI + analytics
Hey everyone, Calvin here 👋
I’m a data analyst turned builder, currently working on Clarity AI, a tool focused on helping small teams manage analytics without needing a full data engineering stack.
After spending years dealing with broken pipelines, messy dashboards, and constantly fixing data instead of actually analyzing it, I wanted to explore what it would look like if analytics infrastructure could maintain itself.
Right now I’m in the early stages building, talking to users, and trying to deeply understand how small teams handle:
data pipelines
dashboards
data quality
Would love to connect with anyone:
working in analytics
building data-heavy products
or dealing with messy data setups
or any founder with a general pain point with data
I would love to chat and connect with others! As a first time founder and builder, I would love to hear your stories, advice, or general feedback on building!

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