// case_study

Multiplayer O and X

Real-time multiplayer game rooms with concurrency handling.

org: Side project
role: Developer / Architect
period: 2020

// context

Context

A multiplayer game where players create rooms and invite friends online.

// my_role

What I did

Implemented scoring and concurrency management for a fast, real-time experience.

// stack

Stack

FlutterFirestore

shantanu-ai

answers from this site · powered by RAG

shantanu-ai $ hello

Hi! I'm an AI assistant that knows Shantanu's experience, projects and skills. Ask me anything about his work.

// try asking

+ how_this_works

Your question
Embed
Vector search
Top passages + Gemini
Streamed answer

Retrieval-augmented generation over the site's own content (experience, projects, skills): your question is embedded, matched against every page, and only the closest passages go to Gemini, so answers stay grounded in what the pages say. Replies stream token by token, links are limited to this site, and requests are rate-limited per visitor. Watch the same pipeline step by step in the AI Lab.