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.

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

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

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.

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

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.

Cloud-connected smart plant monitoring and watering system using Python, FastAPI, SQLite, REST API, virtual IoT sensors, and automated watering logic.

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.

🛰️ A real-time telemetry streaming dashboard built with Streamlit featuring simulated sensor nodes, dynamic threshold controls, state-machine automation, and persistent CSV logging.

Smart campus waste monitoring & collection-route prototype (Flask REST API + Leaflet map + SQLite) integrating an op-amp comparator signal from the EE team. MDB308 multidisciplinary project.

IoT-inspired smart plant monitoring and automated watering system using Python, FastAPI, React, SQLite, REST APIs, and virtual sensor simulation.

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

Software-only Smart Farming Digital Twin using Python, FastAPI, MQTT, Machine Learning, SQLite and Streamlit for real-time farm monitoring, prediction and virtual irrigation control.

Dual Access Solar Panel Simulation