Aquaponics AI Predictive Nutrient Model Variant 34 Kit with ESP32 + LED
AI-Driven Aquaponics Nutrient Prediction Kit with ESP32
Every part needed, pre-tested for compatibility, with an AI build companion trained on this exact project. Shipped from Bengaluru in 3-5 days.
Farmers, researchers, and agritech innovators — deploy a self-learning system that logs water quality parameters (TDS/EC, pH, dissolved oxygen, temperature) and fish feeding times, then trains a regression model to forecast daily nutrient adjustments. This isn’t a toy: you’re building a production-grade data pipeline on an ESP32, complete with local logging and an onboard OLED display.
What You'll Build
A modular, waterproof sensor array captured by an ESP32 microcontroller, logging timestamped readings to microSD. You’ll feed that data into a Python regression model (Jupyter notebook provided) that outputs a daily nutrient dosing recommendation — turning raw sensor streams into actionable farm intelligence.
What You'll Learn
- Interfacing multiple analog and digital water quality sensors with an ESP32
- Designing a solar/12V powered field-ready datalogger with RTC and microSD storage
- Building a multi-variable regression model to predict nutrient requirements from sensor trends
- Deploying an AI inference pipeline that bridges embedded hardware and Python-based analytics
Kit Contents
| Component | Quantity |
|---|---|
| ESP32 Dev Board | 1 |
| TDS EC Meter | 1 |
| Analog pH Module | 1 |
| Analog DO Module | 1 |
| DS18B20 Waterproof | 2 |
| DS3231 RTC | 1 |
| MicroSD Module | 1 |
| LM2596 Buck Converter | 1 |
| 0.96in OLED | 1 |
| 4.7kΩ Resistors | 10 |
| 100nF Caps | 15 |
| PCB Prototype Board | 3 |
| Waterproof Enclosure | 1 |
| 12V Adapter | 1 |
| Soldering Iron | 1 |
| Solder Wire | 1 |
Why Buy This Kit Instead of Sourcing Parts Separately
| Factor | Sourcing Separately | Compoden Kit |
|---|---|---|
| Compatibility checks | You verify every part | Pre-tested as a system |
| Build support | Forums and scattered tutorials | AI companion trained on this exact project |
| Time to first working build | Days of debugging | Hours, with step-by-step guidance |
| Shipping coordination | Multiple sellers, multiple delays | One shipment from Bengaluru in 3-5 days |
Who This Kit Is For
B.Tech ECE/EEE students crafting final-year agritech projects, Smart India Hackathon teams tackling precision farming challenges, IIT/NIT/VIT researchers prototyping IoT-enabled hydroponics, and professional agronomists transitioning to data-driven aquaponics.
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.
What if I get stuck during the build?
Scan the QR code to launch the AI companion; it diagnoses sensor wiring, code errors, and regression model issues instantly. WhatsApp support is also available for complex troubleshooting.
Do I need prior experience with machine learning?
The included Jupyter notebook walks you through training the regression model step by step. Basic Python familiarity helps, but the model logic is fully explained.
Can this kit be used in an outdoor aquaponics setup?
Absolutely. The waterproof enclosure and rugged DS18B20 probes are built for greenhouse and field conditions. The 12V adapter runs fine on mains; for off-grid use, add a solar panel and battery.
Can I extend it to control nutrient dosing pumps automatically?
Yes. The regression model’s daily recommendation can trigger a relay module; the AI companion guides you through adding actuator control and calibration.
TDS EC, pH, DO, temp and fish feeding logged to build regression model predicting daily nutrient needs.
What's in this kit
Choose your assembly option:
- Soldering Kit — 25W soldering iron, 60/40 solder wire, flux, and small perfboard for permanent assembly.
- Breadboard Combo — 800-point full-size breadboard with 65-piece jumper wire pack for solderless prototyping.
Other projects you can build
Shipping Information
- Prepaid Orders: ₹75 for orders up to ₹999, FREE shipping above ₹999
- COD Orders: ₹125 shipping + ₹50 COD fee = ₹175 total
- Delivery Timeline: Dispatch in 1-2 days, delivery in 2-7 days depending on location
Returns & Warranty
- 7-Day Return: Manufacturing defects only (approval required)
- Warranty: 7 days from delivery
- Non-Returnable: Batteries, consumables, cut wires, clearance items