KnowerYou

A Python + Node.js tool that analyzes public Instagram signals to propose a personality profile and interaction angles.

Overview

KnowerYou is a Python tool that collects public information from Instagram profiles and processes it through a Node.js backend to generate an AI-based personality model. Using signals like bio, posts, mentions, and hashtags, it builds an interpretive profile and suggests possible interaction approaches. Results are stored locally alongside the analyzed data, prioritizing responsible use of public information and participant consent.

Timeline

Responsible collection

Ingests public signals (bio, posts, mentions, hashtags) with a focus on consent and responsible use of public information.

Modeling & backend

Python pipeline with a Node.js backend to convert signals into an AI-driven interpretive profile and interaction suggestions.

Local persistence

Stores results and analyzed data locally to minimize exposure and support auditing the process.

Learnings

Analysis is only as useful as its context and framing.
Privacy and consent must be part of the design, not an afterthought.