Greenhouse Climate Monitor Kit v21 – End-to-End MLOps on Raspberry Pi 5

Every part needed, pre-tested for compatibility, with an AI build companion trained on this exact project. Shipped from Bengaluru in 3-5 days.

Build a production-grade greenhouse climate monitoring system that collects multi-sensor data from three ESP32 nodes, trains predictive models on a Raspberry Pi 5, runs A/B testing, deploys the best model, and monitors its performance—all on the edge. This kit is designed for final-year engineering students, hackathon participants, and IoT professionals who want hands-on experience with MLOps workflows in a real-world setting.

What You'll Build

You’ll construct a distributed sensor network using three ESP32 boards each equipped with a DHT22 temperature/humidity sensor and an ADXL345 accelerometer, streaming data to a central Raspberry Pi 5. On the Pi, you’ll store data on a 512GB NVMe SSD, then train models to predict climate conditions, compare model versions via A/B testing, deploy the champion model, and set up a monitoring dashboard to track model drift and sensor health.

What You'll Learn

• Setting up an MLOps pipeline from data ingestion to model deployment on edge hardware
• Collecting and pre-processing time-series sensor data from multiple IoT nodes
• Implementing A/B testing frameworks to evaluate and select the best machine learning model
• Monitoring deployed models in production with real-time dashboards and drift detection

Kit Contents

Why Buy This Kit Instead of Sourcing Parts Separately

Who This Kit Is For

This kit is built for B.Tech ECE, CSE, and EEE students pursuing final-year projects or participating in Smart India Hackathon, as well as researchers at IITs, NITs, VIT, BITS Pilani, and DTU. It’s equally suited for working professionals transitioning into IoT and MLOps roles, requiring a hands-on, production-oriented curriculum.

Built and Backed by Compoden

Every Compoden kit ships with an AI build companion trained on this exact project — accessible via a QR code on the box, with WhatsApp and email backup. We've spent 10 years building projects for makers, schools, and institutions across India. If a part fails because of a manufacturing defect, replace it free within 7 days.