Products & Research
What we're building, what we've shipped, and what we're exploring.
From many tools to one Core.
Multiple independent tools & experiments
Unified product
Axinity Labs was an earlier collection of student-focused tools and experiments built under the Axinity name. Those projects helped us understand what worked, what didn't, and what could be brought together. Axinity Core is the next evolution of that work, combining the ideas and lessons from Axinity Labs into one unified product.
Axinity Core
The next chapter of Axinity.
Axinity Core is the evolution of Axinity Labs, transforming a collection of individual tools and experiments into a unified product.
Launching August 2026.
OverviewBrief
AI news that actually matters.
OverviewBrief is an AI media and education platform focused on the artificial intelligence developments that actually matter. It turns important developments in AI into accessible content designed to help people understand what's happening in the rapidly evolving AI landscape.
Launched August 9, 2026
Used by tens of usersFarmIQ
Farm Intelligence & Quality
Precision agriculture powered by AI, IoT, and robotics.
FarmIQ is an end-to-end precision agriculture solution combining machine learning, IoT, and robotics to empower farmers with data-driven insights.
🌱 Plant Disease Detection
A TensorFlow-based deep learning model using MobileNetV2 was trained on approximately 30,000 PlantVillage images covering Tomato, Potato, and Bell Pepper. The system detects 15+ plant diseases and provides farmer-friendly, actionable remedies with confidence-based validation.
📡 IoT Sensor Monitoring
Integrated DHT22 temperature and humidity sensor, soil moisture sensors, and Arduino Uno R3 with live serial communication for real-time farm data collection.
📊 Crop Yield Prediction
FarmIQ includes a yield prediction engine that calculates efficiency using sensor data, plant health, and confidence scores, providing insights into potential yield loss.
🤖 Rover Automation
Implemented motor controls using an L298N motor driver for remote navigation. The rover is designed to autonomously collect data from different parts of a farm.
🖥️ Web Dashboard
Built a Streamlit-powered dashboard to visualize live sensor readings, plant health, yield prediction, and rover controls in a unified interface.
🏆 Recognition
Visionary Award — 3rd Prize
Sustainable Innovators - Season 3
Organized by Dainik Jagran and Amrita Vishwa Vidyapeetham, Agra
2nd Prize
High School Model Exhibition
22nd Innovation Day - Hindustan College of Science and Technology, Mathura
Where FarmIQ goes next.
The next stage of FarmIQ explores custom PCBs, NPK soil nutrient sensors, and better automation with the goal of creating an affordable, deployable solution for small-scale farmers.
This is future development, not yet implemented.