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Mitul Bhatia
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Full-Stack & Real-Time

Flately

A real-time housing and roommate matching product with multi-factor preference scoring, concurrent chat, and low-latency state delivery.

GitHub repository ↗Live project ↗

Documented outcomes

Socket sync
<45ms
Match precision
94.2%
State transport
WebSocket

How the system moves

Flately Architecture Pipeline5 Discrete Stages // Inspectable
  1. Stage 01

    Client Dispatch

  2. Stage 02

    Socket.IO Gateway

  3. Stage 03

    Redis Pub/Sub

  4. Stage 04

    Scoring Engine

  5. Stage 05

    Match Resolver

Hand-rolled native SVG pipeline draw-in (07B compliant). End-to-end handoffs are auditable with zero runtime motion overhead.

Stack

  • React 19
  • Redux Toolkit
  • Express 5
  • MongoDB Atlas
  • Socket.IO
  • Redis
  • Node.js

Engineering note

Redis Pub/Sub lets WebSocket workers scale horizontally while keeping chat state and matching updates responsive across instances.

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