Selected work

Product engineering · AI

Clarity

AI-powered relationship intelligence that helps users recognize communication patterns, reflect on conversations, and make more intentional relationship decisions.

System overview
InputEventProcessingOutcome

Overview

The problem

Every day, millions of people overthink messages, misread emotions, and rely on friends or guess work to understand their relationships. Today's technology helps us communicate instantly but it doesn't help us understand each other.

Architecture

Product platform

This page is the project’s living design document: the context, key system flows, trade-offs, and follow-up work belong here alongside the implementation.

Infrastructure

Technology choices

Next.jsTypeScriptAI APIsPostgreSQLReact NativeExpoAWS

Engineering notes

What I am optimizing for

  • End-to-end product ownership
  • AI-assisted workflows
  • Beta feedback loops

The full story

Architecture decisions, challenges, and lessons belong in the journal.

Read the write-up