ESP32
Wi-Fi and Bluetooth microcontrollers for sensor nodes and small gateways.
Technologies
Tools we build with
Grouped by the layer of the system they belong to. Names here are the stack, not a certificate or a customer list.
Connected stack
Devices, software, data, and AI models meet in one processor.
01
Embedded
Devices and firmware we use when the software has to live on the hardware.
STM32
ARM Cortex microcontrollers for tighter timing and industrial I/O.
Raspberry Pi
Linux boards for gateways, vision hosts, and ROS 2 experiments.
C/C++
Firmware and other device code where memory and timing are part of the design.
02
AI / ML
Languages and libraries for models, data preparation, and applied automation.
Python
The main language for data work, model code, and tools that sit beside devices.
PyTorch
Model development and training when the team needs to see and change the network.
TensorFlow
Training and export when a deployment target expects that stack.
scikit-learn
Classical models for tabular sensor and operations data.
03
Computer Vision
Capture, classical processing, and detectors for a defined camera task.
OpenCV
Capture, calibration, preprocessing, and classical vision steps.
YOLO
Real-time detection and counting models for known object classes.
04
Robotics
Robot software and simulation used before a platform is asked to move on a real floor.
ROS 2
Nodes, topics, and navigation for robot software more than one person will run.
Gazebo
Simulation of a route, a sensor layout, and a blocked path.
05
Web
Interfaces and APIs for operators, this website, and services that sit above the devices.
React
Interfaces for operators and for device dashboards added later.
Next.js
This website, and a base for server-rendered product interfaces.
FastAPI
Python APIs between models, devices, and web applications.
06
DevOps
The everyday tools for building, running, and keeping history of the software.
Docker
Repeatable services for brokers, APIs, and model runtimes.
Git
Source history for firmware, models, and application code.
Linux
The host for gateways, build machines, and servers, including this Ubuntu setup.