Who’s the Most Helpful Person at Work? Finding Everyday Heroes Through Conversation Intelligence

Learn to transform historical team chats into structured signals that identify helpful contributors, using LLMs and visual analytics for actionable insights.

Overview

A Conversational Intelligence Tracker for Workplace Helpfulness.

Your chats reveal more than you think.

This project analyzes past team conversations to surface the unsung heroes—the ones who jump in with answers, share resources, clarify confusion, and quietly keep things moving. No vanity metrics, no self-promotion—just retroactive recognition for people who make work smoother for everyone else.

Not a leaderboard. Not a popularity contest. Just structured signals to highlight real impact, built from real interactions.

Tech stack