Building with AI

A consumer-style annual wrap for onchain traders, inspired by products like Spotify Wrapped and YouTube Recap.

What I built

• Took the idea from concept to a live product.
• Built the frontend in Lovable and connected it to live 0xPPL APIs.
• Designed the core logic around trader personas, using wallet activity to determine which persona best fit each trader.
• Used Claude to help build, test and refine the product and the underlying logic.

A system I built to make my day-to-day content work faster and more consistent.

How it works

• Connected Claude to the live X feed through MCP so it could work with current information.
• Gave it our positioning, audience, and voice, plus the accounts I wanted it to learn from, so drafts start in context.
• Set up a competitor tracker that turns their best posts into a weekly set of ideas mapped to formats.
• Used Claude to generate variations, then reviewed and edited the final output myself.
• Added guardrails around common AI phrasing and writing patterns.

Investigating why our trending-token feed was missing some of the activity users cared about.

What I did

• Compared our feed against competitors to identify where we were consistently late.
• Used AI to analyze the differences and find patterns across the tokens we were missing.
• Dug into the scoring logic behind our feed to understand why those tokens weren't being picked up earlier.
• Tested different scenarios against the existing logic to identify where the biggest gaps were.
• Proposed changes to the scoring thresholds and worked with engineering on the improvements.

A daily workflow that pulled the information I needed from Slack and email into one place.

How it works

• Connected Slack and email through MCP.
• Pulled together the conversations, messages and tasks that needed attention.
• Worked out what context Claude actually needed to understand what mattered.
• Structured the output in priority order: what needed a reply, what could wait, and what to keep in mind, with a short summary.