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@SiliconWit

SiliconWit

Research, Education, and Product Development in Engineering, Computing, Science, and Philosophy of Science
README.md

SiliconWit Logo Welcome to SiliconWit

SiliconWit helps you turn engineering ideas into working systems. We make practical, project based education and the tools to deploy it available to anyone, regardless of where they are or what they can afford.

Most learning stops at theory, and most deployed devices go quiet the moment they ship. We close both gaps. You build real skills on SiliconWit.com, then take finished projects live on SiliconWit.io, where they stream data, raise alerts, and keep running on their own.

📚 Learn and Build, at siliconwit.com

Free, project based courses in mechatronics, embedded systems, electronics, PCB design, and IoT.

  • Finish each course with a real, functioning system, not just notes for an exam.
  • Learn by building hardware and software that actually runs.
  • Open access from anywhere, with no paywall standing between you and the skills.

📡 Deploy and Operate, at siliconwit.io

A connected operations platform that turns raw device data into decisions, so your operation stays under control even when you are not there.

  • See everything in real time. Live dashboards for your assets over MQTT, CoAP, and HTTP, across WiFi, cellular, and LoRaWAN.
  • Catch problems early. Get alerts by email, SMS, Slack, Discord, or webhook the moment readings drift, before small issues become downtime.
  • Act from anywhere. Toggle relays, adjust settings, and trigger automated responses remotely, with approval steps for critical changes.
  • Understand the why. AI anomaly detection and trend forecasting surface patterns you would otherwise miss.

Start free, and grow as your needs grow.

✨ Also Worth a Look

  • Research: open publications sharing our discoveries across engineering, computing, and science.
  • Product Development: open source tools, simulators, and connected hardware you can use and contribute to, spanning Mechanical CAD, PCB design, embedded programming, web and app development, and modeling and simulation.

🔗 Connect With Us

We envision a future where machines and minds work together for the greater good, and we advocate for safe and beneficial technology. Our commitment is to foster an environment where innovation is a force for positive change.

Popular repositories Loading

  1. robotics robotics Public

    Robotics, also called Robot Kinematics, Robot Mechanics, or Robotic Manipulation, is the engineering discipline that connects spatial mathematics to physical robot systems.

    MDX 4 5

  2. modelling-and-simulation-in-python modelling-and-simulation-in-python Public

    This Python repo offers code examples, algorithms, and tools for modeling and simulation, spanning across science, computing, and engineering. It's an excellent resource for applying computational …

    Python 2 2

  3. iot-temp-humidity-monitor iot-temp-humidity-monitor Public

    An IoT-based temperature and humidity monitoring system using Arduino, DHT11 sensor, and Python for data analysis. This beginner-friendly project is perfect for students looking to explore the Inte…

    Python 2 4

  4. pcb-design-kicad pcb-design-kicad Public

    Design and manufacture real, useful printed circuit boards from scratch using KiCad 9. Each lesson produces one complete board for embedded systems, starting from a simple through-hole ATmega328P b…

    MDX 2

  5. embedded-programming-atmega328p embedded-programming-atmega328p Public

    Learn embedded systems from the ground up by programming the ATmega328P in pure C. No Arduino IDE, no abstraction layers. Every register write is intentional, every peripheral is understood at the …

    MDX 2

  6. code-based-mechanical-design code-based-mechanical-design Public

    Design production-quality mechanical parts entirely from Python code using CadQuery. This self-contained course covers fastener libraries, involute gears, thermal optimization, lattice structures, …

    MDX 1 1

Repositories

Showing 10 of 58 repositories
  • drillstring-surface-recoverability Public

    Which downhole drilling quantities surface torque, speed and hook load can actually recover, where, and at what sensor rate. Drillstring vibration model, observability analysis and unscented Kalman filter check for geothermal drilling. Reproducible code.

    SiliconWit/drillstring-surface-recoverability's past year of commit activity
    Python 0 MIT 0 0 0 Updated Sep 22, 2026
  • matched-footprint-cattle-behaviour Public

    Knowledge distillation vs structured pruning for on-collar cattle behaviour classification on microcontrollers, compared at matched footprint against a same-size control, after a dataset integrity check. Reproducible TinyML code.

    SiliconWit/matched-footprint-cattle-behaviour's past year of commit activity
    Python 0 MIT 0 0 0 Updated Sep 21, 2026
  • speed-invariant-bearing-diagnosis Public

    Speed-invariant federated bearing fault diagnosis without a tachometer: speed differences between machines are a single frequency dilation, not arbitrary domain shift. Log-frequency envelope spectra, CWRU and JNU benchmarks. Reproducible code.

    SiliconWit/speed-invariant-bearing-diagnosis's past year of commit activity
    Python 0 MIT 0 0 0 Updated Sep 21, 2026
  • weather-node-decision-observability Public

    What a low-cost edge AI weather node can and cannot decide about irrigation, fertilizer and spraying: separating observability limits from quantization error. FAO-56 water balance, NASA POWER data, fixed-point inference. Reproducible code.

    SiliconWit/weather-node-decision-observability's past year of commit activity
    Python 0 MIT 0 0 0 Updated Sep 21, 2026
  • crop-disease-screening-and-inspection-design Public

    How an edge crop disease camera node on a 2G link should set its screening threshold and inspection interval, and what each depends on: epidemic dynamics, detection error and uplink cost. Reproducible code.

    SiliconWit/crop-disease-screening-and-inspection-design's past year of commit activity
    Python 0 MIT 0 0 0 Updated Sep 21, 2026
  • deeps Public

    DEEPS (Departmental Exams Processing Spreadsheet-based System) is an initiative by SiliconWit to provide low-income educational institutions with an affordable, transparent exam processing solution.

    SiliconWit/deeps's past year of commit activity
    HTML 0 0 0 0 Updated Sep 8, 2026
  • pcb-design-kicad Public

    Design and manufacture real, useful printed circuit boards from scratch using KiCad 9. Each lesson produces one complete board for embedded systems, starting from a simple through-hole ATmega328P breakout and progressing to multi-layer STM32 and ESP32 boards with USB-C, WiFi, battery management, and motor control.

    SiliconWit/pcb-design-kicad's past year of commit activity
    MDX 2 0 2 0 Updated Aug 25, 2026
  • fpga-digital-design-verilog Public

    fpga-digital-design-verilog

    SiliconWit/fpga-digital-design-verilog's past year of commit activity
    MDX 0 0 0 0 Updated Aug 19, 2026
  • remote-monitoring Public

    remote-monitoring

    SiliconWit/remote-monitoring's past year of commit activity
    MDX 0 MIT 0 0 0 Updated Aug 8, 2026
  • critical-thinking-engineers Public

    The hardest bugs to fix are the ones in your own reasoning. You can write flawless C, design elegant circuits, and still make terrible engineering decisions because of a cognitive bias you did not notice or a statistical mistake you did not catch. This course is your debugger for thinking itself.

    SiliconWit/critical-thinking-engineers's past year of commit activity
    MDX 1 0 0 0 Updated Aug 8, 2026
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