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Building Recruiting OS and Edventure
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Building Recruiting OS and Edventure

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RayyanRS6/README.md

Hi, I'm Muhammad Rayyan 👋

Full-stack Software Engineer · Real-time Systems & Applied AI

I design and ship web systems end to end: real-time communication, multi-tenant platforms, and AI features that run in production.


About

I'm a Web Developer & Marketing Automation Associate at Growth Guild, where I maintain 150+ GoHighLevel CRM workflows and client websites across 15+ accounts. Outside client work I build real-time and applied-AI products, from a WebRTC calling platform that handles 1,000+ inbound calls a month to a server-authoritative multiplayer game engine.

  • ⚡ Real-time systems: WebRTC calling with sub-200ms agent presence (Redis + Socket.IO), authoritative WebSocket netcode with client prediction and reconciliation
  • 🧠 Applied AI: LLM agents with fairness evals, PyTorch/ResNet image classification, model-independent LLM orchestration (OpenAI, Anthropic, Gemini)
  • 🏗️ Platforms: multi-tenant SaaS on Cloudflare Workers and Supabase, Postgres row-level security, CRM automation at scale
  • 🔭 Currently building: Recruiting OS with Identified Talent Solutions, an AI-assisted recruiting platform that works as the recruiting department for companies too small to have one
  • 🏫 Also in progress: Edventure, a school management platform where one Fastify API serves a Next.js admin site and an Expo mobile app, in English and Urdu

Featured Projects

Project What it does Stack
Recruiting OS (Identified Talent Solutions, private repo) AI-assisted recruiting platform for small companies: the software runs the repetitive hiring work, AI agents analyze, coordinate and recommend, and the customer makes the key decisions with a real recruiter one click away. TypeScript, Next.js, Hono, Drizzle, PostgreSQL
Orderly · live demo Multi-business WhatsApp ordering platform, in use at Fries & Buns: customers order on WhatsApp, staff run menus and orders from a dashboard, and each business chooses its own AI model. TypeScript, Hono, Supabase, Cloudflare Workers
CallsFlow (client product, closed source) Browser-based WebRTC calling platform processing 1,000+ inbound calls/month across 50 U.S. states, with sub-200ms agent-presence updates via Redis + Socket.IO. React, Node.js, Redis, WebRTC
BallGame · play it HaxBall-style multiplayer football on a custom deterministic physics engine, with server-authoritative netcode, client prediction, snapshot interpolation and bot AI. TypeScript, WebSockets, Canvas
EstimatorX360 · live demo No-code price estimator and form builder for GoHighLevel, with an admin dashboard, Firestore backend, and a billing kill switch for pausing client embeds. Node.js, Express, Firestore
Croptivize · live demo Crop disease detection platform: a PyTorch/ResNet leaf classifier at 97% accuracy behind a Flask API, plus a React marketplace and admin panel. React, Flask, PyTorch, MongoDB
TroveWardrobe · live demo Private, mobile-first wardrobe organizer on Cloudflare Workers, with D1 for data, Backblaze B2 photo storage, and offline support. Next.js, Cloudflare Workers, D1
Bioscout Islamabad Hackathon project: a Streamlit app for logging species sightings, with Q&A over a local biodiversity knowledge base and photo-based species ID from a pretrained vision model. Python, Streamlit, Transformers

More: PaperFlight (3D paper-plane flight simulator in Three.js) · shotframe (screenshot mockup editor that runs fully in the browser) · BridgelandBuilders (company website with SSR and automated sitemaps)


Tech Stack

Languages TypeScript JavaScript Python

Frontend React Next.js Three.js Tailwind CSS HTML5 CSS3 Figma

Backend & Real-time Node.js Express Fastify Hono Flask Socket.IO WebRTC

AI / ML PyTorch Hugging Face Streamlit

Data PostgreSQL Supabase MongoDB Redis Firebase

Cloud & Tooling Cloudflare Workers Vercel Docker GitHub Actions

Automation & CRM: GoHighLevel, Zapier, Webflow, Framer


Education

BS Software Engineering, Capital University of Science & Technology · Class of 2025 · CGPA 3.94/4.00 · 🥉 Bronze Medalist


Pinned Loading

  1. orderly orderly Public

    Multi-business WhatsApp ordering platform with model-independent orchestration.

    TypeScript

  2. BallGame BallGame Public

    ⚡ Fast, deterministic, server-authoritative 2D physics football (HaxBall-style) game for the browser with real-time multiplayer, client prediction & bot AI.

    TypeScript

  3. Edventure Edventure Public

    School management platform for admins, teachers and students: attendance, timetables, homework, exams, fees and reports in English and Urdu (RTL). One Fastify API serves a Next.js admin site and an…

    TypeScript

  4. Croptivize Croptivize Public

    Full-stack crop disease detection platform: a PyTorch model for AI leaf diagnosis, a Node/Express + MongoDB backend, an agricultural marketplace, and a React/Vite frontend.

    JavaScript

  5. EstimatorX360 EstimatorX360 Public

    A GoHighLevel (GHL) estimator and form builder, min/max price calculators, no-code form editing, an admin-locked dashboard, a billing kill switch, and GHL webhook integration, backed by Firestore.

    JavaScript

  6. TroveWardrobe TroveWardrobe Public

    Mobile-first wardrobe organizer on Cloudflare Workers, with D1 for data and encrypted Backblaze B2 storage for clothing photos.

    TypeScript