iot-simulation

Python app that lets you simulate data flow over mqtt. It allows you to publish complex, random objects as well as simple value on given mqtt topic. Easy to setup and use from both GUI and CLI mode.

A Proof of Concept (PoC) data pipeline simulating IoT sensor data for smart campus waste management and real-time monitoring.

Real-time noise level monitoring and analysis for major Indian cities using IoT simulation and data visualization.

AI-powered predictive maintenance system using machine learning to detect potential failures based on operational data, with a real-time Streamlit dashboard.

AI-powered dashboard for forecasting vegetation and wind patterns using machine learning. Supports real-time sensor simulation and adaptive climate response insights.

An AI-powered real-time Predictive Maintenance Dashboard. Simulates industrial machine telemetry and dynamically predicts imminent physical failures using a Random Forest classification model.

Smart IoT-inspired office energy monitoring system with real-time device control, live power analytics, WebSocket communication, automated alerts, Flutter dashboard, FastAPI backend, and Discord bot integration.

SmartGarden 🌾🤖 — Intelligent Edge-Computing IoT Irrigation Ecosystem SmartGarden is an automated precision agriculture system simulated in Cisco Packet Tracer that uses real-time sensory data and a Python edge-computing script to predict rainfall, dynamically adjust crop watering schedules, and enforce hardware safety protocols.

Production-grade CLI framework for industrial IoT air quality simulation, featuring robust data logging pipelines, state management, and strict safety threshold classification.

Real-time IoT telemetry simulation dashboard built with Streamlit and Pandas featuring dynamic thresholding and automated control logic.