Architecture
Hardware
We have extensive experience across diverse sensors, radios, and edge gateways.
Our deployments utilize diverse radio protocols including ZigBee, Z-Wave, LoRa, BLE, WiFi, and Cellular (LTE/NB-IoT).
- Environmental & Motion: Sensor arrays for Accelerometer, Temperature, Humidity, and Barometric pressure utilizing BLE and NFC.
- Gateways & Industrial Edge: Raspberry Pi and industrial platforms deployed via Ethernet, WiFi, and Cellular backhauls.
We have written low-level embedded firmware for Texas Instruments, Broadcom, and Marvell chipsets, alongside orchestrating complete edge environments using Node-RED, JavaScript, and custom C++ drivers.
Software
Modern development workflows focused on event-driven edge systems.
Drawing on deep enterprise integration experience (including IBM Message Broker and Cloud Paks), our modern deployments center around agile event-driven tools like Node-RED and modern orchestration frameworks.
- **Operating Systems:** Debian-based Linux environments optimized for lightweight, headless edge hardware.
- **Microcontrollers (ESP32 / ESP8266):** VS Code & PlatformIO developing firmware in C++ for lightweight MQTT pub/sub pipelines.
- **Edge Processing (Raspberry Pi):** Node-RED JavaScript function nodes coupled with Python scripts for localized data processing.
- **Web & Messaging:** High-performance embedded Nginx web servers utilizing WebSockets and MQTT brokers for real-time local telemetry.
We bridge both wired protocols (Modbus, RS-485, Serial, GPIO, I2C) and wireless protocols (BLE, WiFi, LoRa) directly into unified data pipelines.
Services
Check our Services
Getting Started
We advise and teach teams getting started with IoT prototyping and production deployments.
Cloud Selection
Architecture and deployment across AWS, Azure, IBM Cloud, and private edge infrastructure.
Hardware Selection
Selecting the right microcontrollers, SBCs (Raspberry Pi, ESP32), radios, and sensor topologies.
Software Tools
Toolchain selection and architectural design for efficient edge-to-cloud communication.
Development
Full-stack IoT prototype development, custom firmware, and production proof-of-concepts.
Systems Integration
Enterprise connectivity bridging databases, PLCs, legacy hardware, and modern API interfaces.
Free Resources
Created for Global Alumni's "Beyond IoT" professional education series, this package helps students launch an IoT concept without requiring dedicated physical hardware sensors upfront.
Run a facial recognition processing loop locally using sample images on macOS, Windows, Linux, or Raspberry Pi platforms.
Click below to download the installation guide or the full package zip:








