AIMX Advanced
Software Platform- Advanced Machine Learning
- Analytics & Insights
- Model Development
Go beyond basics. Solve real-world problems.
Educational Technology
Learning Kits & Research Tools
Hands-on systems bridging theoretical knowledge with practical applications, supporting next-generation engineering education across India.
Machine Learning Kit
A compact, sensor-rich system generating real-world data from a DC motor — the complete ecosystem bridging embedded hardware with intelligent no-code software.
ProcessorARM Cortex-M4F @ 168 MHz
Current Sensor±0.1% Accuracy
Vibration Sensor3-axis MEMS, 1.0 mg Resolution
Data OutputsSpeed, Current, Voltage, 3-axis Vibration
AvailabilityContact us on contact@carimo.tech
01
Data Collection & Preprocessing
Collect your own data
Pull speed, current and vibration off a live motor, and turn a messy stream into a table you can model.
02
Exploratory Data Analysis
Find out what's in it
Plot it, spot the outlier, work out which sensor is lying — before trusting any of it.
03
Feature Engineering
Build the features
Turn a raw vibration trace into numbers a model can use: RMS, peaks, frequency bands.
04
Model Development & Evaluation
Train and test honestly
Fit the model, then split the data properly so the accuracy is real and not leaked.
05
Real-world Problem Solving
Handle the messy case
The load changes, the motor heats up, the sensor drifts. Deal with it.
06
Algorithm Comparison
Pick the right model
Run several on the same data and find out why the fancy one doesn't always win.
AIMX Software — AI for ML Experiments
A no-code platform covering the whole ML workflow. Students explore data, train models and deploy one to the hardware without writing a line of code. Two tiers.
Included with MLK
AIMX Standard
Everything a first course needs. Students run the complete workflow on data from their own kit — explore it, train classification, regression and clustering models, compare them, and deploy one back to the hardware.
Add-on Purchase
AIMX Advanced
For project and research work. A much wider model library, and it accepts any CSV — so a final-year project isn't limited to the kit's own data.
| AIMX Standard | AIMX Advanced | |
|---|---|---|
| Model library | A curated set across classification, regression and clustering — enough to teach the trade-offs properly | Substantially wider, including modern boosting and Gaussian-process methods |
| Input data | Data from your ML Kit | Your ML Kit, plus any external CSV |
| Best for | Undergraduate lab courses and first ML modules | Final-year projects, dissertations and research groups |
Both tiers include the experiments, classification, regression, clustering and deployment apps. Full model lists are in the brochure — ask us.
Machine Learning KitExperiment · Learn · Build · Innovate
AIMX Standard
Software Platform- Machine Learning Made Simple
- Data Visualization
- Hands-on Experiments
Learn today. Build tomorrow.
CARI Notebooks
Software Platform- Interactive Coding Environment
- Data Analysis & Visualization
- Learning Resources
Explore data. Create. Learn. Share.
Flexibridge
Hardware Module- Seamless Connectivity
- Multi-Device Interface
- Hardware Integration
Bridge your experiments to endless possibilities.
DAQ Master
Software Platform- Data Acquisition
- Real-Time Monitoring
- Data Logging & Export
Capture today. Analyze tomorrow.
One kit. A complete ecosystem.
From data to discovery — hardware, no-code software and MATLAB® Live Script curriculum.
- For EducationHands-on Learning
- For ResearchDeeper Insights
- For IndustryReal-world Applications
- For a Smarter TomorrowInnovate Together
DC Motor Kit
The gold standard for control systems laboratories — born at IIT Bombay and used in classroom teaching for over 15 years. Affordable, portable, with interactive software and MATLAB®/Simulink® interface.
LicenseIIT Bombay Official Technology License
EncoderPrecision Quadrature Encoder
InterfaceAdvanced embedded interface + driver circuitry
Control StrategiesP, PI, PID (included) · MPC (add-on)
SoftwareInteractive front-end + MATLAB®/Simulink® · MPC add-on available
AvailabilityContact us on contact@carimo.tech
Classroom Tested — 15+ Years
Used in control systems teaching at IIT Bombay; battle-tested across India's top engineering institutions.
Make-in-India Initiative
Developed under the MHRD Virtual Labs project; fully aligned with national manufacturing priorities.
Bundle of 7 Interactive Experiments
Transfer function analysis, PI speed control with disturbance rejection, integrator anti-windup, PID position control and more.
Portable & Affordable
Low-cost, highly portable; creates real-world plant experience. Available on Govt. e-Marketplace (GeM).
Speed & Position Control
P, PI, PID Control
Model Predictive Control
P, PI, PID control software is included with the kit · MPC software is available as a separate add-on
DC Motor Control Learning KitExperiment · Learn · Analyze · Innovate
PID Control
Classical. Reliable. Essential.- System Modeling
- Controller Design & Tuning
- Real-Time Implementation
Learn the basics. Build a strong foundation.
Dual Software Platform
Python & MATLAB®- Ready-to-Use Controllers
- Visualization & Analysis
- Guided Experiments
Learn today. Build tomorrow.
MPC ControlAdd-on
Model. Predict. Perform.- Model-Based Control
- Constrained Control
- Real-Time Implementation
Explore advanced control. Solve real-world problems.
Fuzzy Control
Intelligent. Adaptive. Robust.- Fuzzy Controller Design
- Rule Tuning
- Real-Time Implementation
Learn adaptive control. Build intelligent systems.
Complete Learning Kit
Hardware + Software + Resources- DC Motor Control Hardware
- Python & MATLAB® Code
- Documentation & Examples
One kit. Endless possibilities.
Four pillars. One complete ecosystem.
From fundamentals to advanced control.
- For StudentsBuild Practical Skills
- For EducatorsFlexible Teaching Platform
- For ResearchersAdvanced Control Studies
- For IndustryDevelop Real-world Solutions
Downloads & Resources
All documents link directly to Google Drive — always the latest version.
Get the brochure
Tell us a little about you and the download unlocks right away.