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Embedded Systems Development
Custom firmware for STM32, ESP32, ARM Cortex-M platforms. Real-time operating systems (FreeRTOS, Zephyr), bare-metal implementations, sensor integration, and data acquisition systems. Power-optimized designs for battery-operated and industrial applications.
STM32
ESP32
ARM Cortex-M
FreeRTOS
🤖
Edge AI & Machine Learning
TinyML model deployment on microcontrollers and edge devices. Computer vision for inspection systems, anomaly detection, predictive analytics. Real-time inference with sub-50ms latency using TensorFlow Lite, optimized for resource-constrained environments.
TensorFlow Lite
Computer Vision
Anomaly Detection
Raspberry Pi
📡
Industrial IoT Integration
Equipment connectivity and monitoring systems. Predictive maintenance, condition monitoring, and data pipelines. Experience with cleanroom environments, regulated industries, and compliance requirements including CFR Part 11 validation.
Modbus
MQTT
OPC-UA
LoRaWAN
🌐
Communication Protocols
WiFi, Bluetooth Low Energy, LoRa, cellular (4G/LTE), Ethernet, RS485/Modbus RTU. Secure data transmission with TLS/SSL, encrypted payloads, and authentication. Gateway development for protocol conversion and edge processing.
WiFi
BLE
4G/LTE
Ethernet
🔧
System Integration
End-to-end integration from embedded devices to cloud platforms. REST APIs, MQTT brokers, time-series databases (InfluxDB, TimescaleDB). Dashboard development, alerting systems, and remote device management. Experience with AWS IoT, Azure IoT, and private cloud deployments.
Cloud Integration
APIs
Dashboards
🛠️
Hardware Design Support
PCB design review, sensor selection, power management, and EMI/EMC considerations. Schematic review, BOM optimization, and manufacturing support. Experience with industrial-grade components and environmental hardening.
PCB Review
Sensor Selection
Industrial Design