Skills
Technical Capability Matrix
Hands-on depth across embedded firmware, AI/ML computer vision, industrial protocols, cloud-connected IoT, and technical program execution.
Embedded Firmware and RTOS
Real-time firmware architecture and low-level implementation across MCU and SoC platforms.
- C and C++ Embedded Development95%
- FreeRTOS and ThreadX93%
- Bare-Metal Firmware Design91%
- Bootloader and Update Flows89%
- Multithreading and IPC88%
Protocols and Connectivity
Industrial communication stacks and IoT networking for reliable field deployments.
- CAN, I2C, SPI, UART, RS232, RS48594%
- Modbus RTU and Modbus TCP90%
- BLE (Custom GATT) and Wi-Fi TCP/IP88%
- MQTT and PMBus87%
- Custom Protocol Design and Debugging89%
AI/ML and Computer Vision
Applied AI pipelines for edge-enabled diagnostics, classification, and vision inspection systems.
- OpenCV Image Processing Pipelines90%
- TensorFlow Lite Edge Inference86%
- Defect Detection and Stage Classification85%
- Vision GUI Workflows (PyQt/PySide)89%
Hardware Platforms
Hands-on development across diverse controllers and embedded hardware ecosystems.
- STM32, ESP32, ESP8266, LPC176893%
- i.MX6 Quad and Coldfire MCF5282/MCF5441891%
- SiLabs 8051, ARM7TDMI, STM887%
- Raspberry Pi CM4 and Arduino Ecosystem90%
Software, Tools, and Cloud
Development, diagnostics, and cloud-linked IoT tooling for production workflows.
- Python, Java, C#.NET, Qt5/Qt690%
- Keil, IAR, PlatformIO, STM32CubeIDE, GHS91%
- Azure IoT, AWS Lambda, DynamoDB, API Gateway85%
- SQLite, REST API, Android Studio86%
Engineering Process and Leadership
Delivery governance, quality practices, and cross-functional technical leadership.
- Agile/Scrum Delivery and Sprint Planning91%
- Requirement Analysis and Architecture Design92%
- Klocwork, Coverity, Code Reviews89%
- Client Communication and Team Mentoring92%