End-to-End Embedded Firmware & On-Device AI DevelopmentMuhammad Shafqat Ashraf
I design and build reliable, real-time firmware for connected and low-power devices — owning the full stack from custom hardware bring-up to shipped firmware and on-device AI.
What I deliver:
Real-time firmware in Embedded C/C++/Rust on ARM Cortex-M (Zephyr, FreeRTOS, bare-metal)
Low-level driver development and board bring-up (UART, SPI, I2C, GPIO, ADC) with J-Link, logic analyzer, and oscilloscope
On-device machine learning — training and deploying quantized models for real-time inference on constrained hardware
IoT connectivity and OTA pipelines (BLE, NB-IoT, MQTT, Golioth, ThingsBoard)
Digital signal processing and sensor data pipelines
I've built EV systems, wearable sensing platforms, and IoT products end to end. If you need firmware that's fast, power-efficient, and genuinely reliable, let's talk.
FAQs
Contact for pricing
Duration1 week
Tags
Azure IoT Solutions
C
C++
Linux
Python
Embedded Systems Developer
Internet of Things
Edge AI / TinyML
Firmware
Service provided by
Muhammad Shafqat Ashraf Lahore, Pakistan
End-to-End Embedded Firmware & On-Device AI DevelopmentMuhammad Shafqat Ashraf
Contact for pricing
Duration1 week
Tags
Azure IoT Solutions
C
C++
Linux
Python
Embedded Systems Developer
Internet of Things
Edge AI / TinyML
Firmware
I design and build reliable, real-time firmware for connected and low-power devices — owning the full stack from custom hardware bring-up to shipped firmware and on-device AI.
What I deliver:
Real-time firmware in Embedded C/C++/Rust on ARM Cortex-M (Zephyr, FreeRTOS, bare-metal)
Low-level driver development and board bring-up (UART, SPI, I2C, GPIO, ADC) with J-Link, logic analyzer, and oscilloscope
On-device machine learning — training and deploying quantized models for real-time inference on constrained hardware
IoT connectivity and OTA pipelines (BLE, NB-IoT, MQTT, Golioth, ThingsBoard)
Digital signal processing and sensor data pipelines
I've built EV systems, wearable sensing platforms, and IoT products end to end. If you need firmware that's fast, power-efficient, and genuinely reliable, let's talk.
FAQs
Contact for pricing