✍️ Author Long Nguyen
📅 Last Edited 10/31/2025
👪 Reviewers Michael Y
⚙️ Status Draft – Awaiting Review

🎯 TL;DR

Below are multiple strategies for autocompletion on public_profiles by first name

Given our small, predictable dataset (x00s of profiles), we will load all profiles at once and perform client-side filtering for autocompletion.

1️⃣ Goal

2️⃣ Explored Approaches

3️⃣ Future Optimizations

4️⃣ System Flow