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I will implement anomaly detection algorithms directly on embedded sensor hardware
MIchael
About this gig
Need robust, lightweight machine learning models deployed directly onto your sensor hardware? Save on cloud costs and latency by implementing intelligence directly at the edge.
I will develop and deploy custom anomaly detection algorithms (TinyML) tailored for your microcontrollers.
What this high-ticket service covers:
Custom Edge AI Models: Autoencoders or Isolation Forests optimized for limited memory.
Data Preprocessing: Real-time embedded filtering and feature extraction (like FFT).
Firmware Integration: Clean, highly efficient C/C++ or MicroPython code.
Performance Tuning: Optimization for minimal RAM, flash usage, and execution speed.
Why choose this service?
You get production-ready, highly optimized code designed to run seamlessly on devices like STM32, ESP32, or Arduino without needing a continuous internet connection.
Please message me with your hardware specifications and sensor details before ordering!
Get to know MIchael
MIchael
Advanced PCB Layout I Circuit Design Specialist
- FromUnited Kingdom
- Member sinceOct 2026
- Avg. response time1 hour
Languages
English, German
Professional PCB layout engineering optimized for rapid, error-free fabrication.
This profile delivers expert-level multilayer PCB trace routing, schematic capture, and footprint creation using Altium Designer and KiCad suites.
Core competency focuses on high-density routing, wireless IoT layouts (ESP32), and strict signal integrity tracking.
Every project undergoes a rigorous Design for Manufacturing (DFM) assessment to guarantee physical board production viability with zero Design Rule Check (DRC) violations.
