Marcin Mikuła

PRECISION
BEATS
RANDOMNESS

Developer & engineer building real systems.

View projects ↓ Read blog →
01 Selected Projects
Live 2026

FFT Spectrum Analyzer

Real-time FFT-based vibration analysis tool for industrial machinery diagnostics. Captures sensor data, computes frequency spectra, and visualizes harmonic peaks with configurable windowing.

Python NumPy STM32 UART
FFT Spectrum Analyzer
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Motor controller
Live Hardware

BLDC Motor Controller

Custom brushless DC motor driver with FOC algorithm. PCB design, firmware, and closed-loop speed control with encoder feedback.

C/C++ STM32 KiCad FOC
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Portfolio platform
Open Source

Student Portfolio Platform

Full-stack platform where students deploy and showcase projects. Built with CI/CD pipelines and automated code reviews.

Next.js TypeScript PostgreSQL Docker
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Research

Audio Spectrogram Engine

Short-Time Fourier Transform spectrogram generator with real-time audio capture. Mel-scale, log-scale, and linear frequency mapping.

Python SciPy PyAudio DSP
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Workshop

ML Image Classifier

Student-built image classification pipeline. From data collection to a deployed API endpoint, running in production.

Python PyTorch FastAPI
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02 Latest Posts
Mar 2026 On the Illusion of Deterministic Pipelines Systems Feb 2026 Compilers Don't Lie, But Abstractions Do Code Jan 2026 From Jupyter Notebook to Production API in 48 Hours AI / ML Dec 2025 Entropy as a Design Material Design Nov 2025 Why I Make Every Student Deploy on Day One Teaching Oct 2025 The Case for TypeScript-First Education Opinion
03 About

Building things,
teaching others.

Developer and educator with a focus on embedded systems, signal processing, and full-stack engineering. I build real-world tools and teach students how to ship production software from day one.

Currently based in Warsaw, working on open-source tooling and writing about the intersection of code, hardware, and systems thinking.

Location Warsaw, Poland
Experience 3+ years
Focus Embedded · DSP · Full-stack
Languages Python · C/C++ · TypeScript
Tools STM32 · KiCad · Docker · AWS
Status Open to opportunities

Let's build
something great.

Open for collaborations, full-time roles, mentoring, and interesting technical challenges.

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