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I will design edge ai models and deploy tinyml firmware on mcu
M.Khuzaifa
Informazioni su questo servizio
BUDGET TIGHT? MESSAGE ME FIRST! I offer flexible custom discounts starting as low as $20$30 depending on your project size!
Run powerful Machine Learning models directly on your microcontrollers without relying on the cloud!
As an electrical engineer specializing in embedded AI, I will design, train, and deploy fully optimized TinyML models using Edge Impulse and Roboflow.
What I offer:
- Dataset Engineering: Data prep, cleaning, and custom labeling.
- Model Training: Object detection (YOLOv5/v8/v11), image classification, and audio keyword spotting.
- TinyML Optimization: Model quantization ($int8$) to perfectly fit your hardwares RAM/Flash limits.
- Firmware Export: Clean, production-ready C++ deployment libraries (Arduino, ESP-IDF, STM32Cube).
Supported Hardware: ESP32 / ESP32-S3, STM32, Arduino, and Seeed Studio.
- Please drop me a quick message to discuss your project requirements before placing an order!
Scopri di più su M.Khuzaifa
M.Khuzaifa
Khuzaifa123
- DaPakistan
- Membro daapr 2026
- Tempo di risposta medio1 ora
Lingue
Pashtu, Urdu, Inglese
Electrical Engineering student at Pakistan Institute of Engineering and Applied Sciences with strong skills in PCB design, embedded systems, FPGA development, and robotics. Experienced with EasyEDA, Altium Designer, Proteus, Verilog, Arduino IDE, and ESP32-based projects. I enjoy building innovative engineering solutions, solving technical problems, and turning ideas into practical designs. Passionate about learning new technologies and delivering high-quality work with dedication and creativity.
Il mio portfolio
FAQ
Do I need to provide the dataset?
Ideally, yes. But if you only have raw data or need help setting up a collection pipeline for your sensors, just message me first!
What format will the final model be delivered in?
I will deliver it as an optimized C++ deployment library, an Arduino library zip file, or standard .tflite / .onnx model files.
Can you help integrate the model into my hardware code?
Yes! I can provide the firmware framework needed to initialize the Edge Impulse model and run inference on your target microcontroller.
