AI Social Simulation Engine

"A social simulation engine that uses AI to simulate human behavior"

  • A multi-agent social simulation system where AI agents interact, form relationships, react to events, and evolve within a simulated social environment.
  • The agents have different roles: Master, Historian, User. Each user agent has a persona, traits, goals, and behaviors.
  • Agents have different tools to interact with the world and other agents.

Python

Langchain

Postgres

Ollama

LLMs

github.com/m3rashid/ai-social-sim

API to LLM

"Turn your API endpoints into intelligent conversational interfaces"

  • Takes in your backend and client routes and convert them into tools, the Agent can use these tools to interact with the data
  • A light-weight chat widget is provided to embed in your website
  • Local LLMs using Ollama (can be extended to hosted LLMs)

Solid.Js

PostgreSQL

Docker

AWS

TailwindCSS

Generative AI

RAG

Local LLMs

github.com/m3rashid/api-to-llm

Bizmate

"A platform for business management"

  • Workspaces for different businesses, user roles, permissions, and access controls
  • Create custom forms using drag and drop, get responses, analytics and insights
  • Export data, create reports, and share with others

Next.Js

Go

Fiber

PostgreSQL

Docker

AWS

TailwindCSS

github.com/m3rashid/bizMate

github.com/m3rashid/bizmate-new

Awesome

"A multi-tenant web framework for configurable and modular SaaS backends"

  • Multi-tenancy, module-level services, default controllers, Asset Management, Access Controls etc.
  • Supported Deployments as Web, Desktop and Mobile apps

Go

Fiber

GORM

PostgreSQL

Docker

AWS

github.com/m3rashid/awesome-backend

github.com/m3rashid/awesome-frontend

ZUNI

"Passwordless authentication using Deep Learning"

  • The system is able to distinguish a real face from a printed face, face on screen, image with multiple faces, etc.

Python

Flask

PyTorch

React

SCSS

github.com/m3rashid/ZUNI

HMSv2

"Real-Time Hospital management application used in production at JMI Health Centre"

  • Every action in real-time, registration of patients, and staff, notifications, bulk uploads for data migration etc.
  • Available as a web and native desktop app for Windows & Debian-based Linux distros

React

Node.js

Express

MongoDB

Websockets

github.com/m3rashid/hmsv2

Exam Portal

"A portal for exams management, used at League of Learners (an academic organization in Singapore)"

  • Creating, Conducting, Management, analytics of exams with targeted & overall student performance reports etc.

React

Node.js

Express

MongoDB

Websockets

github.com/m3rashid/exam-portal

JMI Connect

"Social Media Application with toxicity analysis using AI/ML, admin controls and much more"

  • Real-Time Chat, media sharing, Toxicity analysis, admin mediator controls, bulk admin actions etc.

React

Node.js

Express

MySQL

Websockets

TensorflowJs

github.com/m3rashid/jmi-connect

JMI CIE-Store

"An e-commerce platform for Livelihood Business Incubator, Centre of Innovation and Enterprenuership, JMI"

React Native

Node.Js

Express

MongoDB

Websockets

AWS

github.com/m3rashid/ciejmi-rn-app

Explore more on  Github and Youtube