🟠 In this final article, I connect the embedded AI device to the real world. I describe how inference results leave the MCU, travel through MQTT and HTTP, land in a Rust backend, and become visible th...
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#project
20 posts
🟠 In this article, I walk through the complete TinyML lifecycle on a microcontroller — from dataset preparation and model training to running TensorFlow Lite Micro on bare metal and integrating the mo...
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🟠 In this article, I'll explain the hardware I'm using in my AI device project, why I chose it, and how I structured the firmware in Rust. This is the foundation of the entire project: the MCU, disp...
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In this series of articles, I'd like to show you how to create your own **ESP32-S3**-based device with **ML** built right into the firmware. 🟠 I'll try to describe not only what I'm doing, but also h...
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🟠 In this article, I describe a small but complete system that converts raster images into **cross-stitch / needlepoint patterns**. The project focuses on turning an image into a **structured, printa...
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**Experiments, Prototypes & Notes with the micro:bit v2.21** This repository contains my projects, experiments, and notes using the **micro:bit v2.21**, built on the **nrf52833** microcontroller. I...
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**Experiments, Prototypes & Notes with the Raspberry Pi Pico W** This repository contains my projects, experiments, and notes using the **Raspberry Pi Pico W**, built on the **RP2040** microcontrolle...
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**A Solana smart contract project that demonstrates how to send, store, and update data on-chain using keys.** Built with **Rust** and the **Anchor** framework. --- [📚 GitHub Repositor...
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**A working example of Anchor-based CPI (Cross Program Invocation) — when one Solana program calls another.** This project demonstrates best practices for inter-program communication using the Anchor...
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**A simple interactive number guessing game powered by smart contracts on the Solana blockchain.** Developed with **Rust** and the **Anchor framework**. --- [📚 GitHub Repository](https...
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**A lightweight, native Solana smart contract for incrementing and decrementing a counter.** Developed with native **Rust** for performance and simplicity. --- [📚 GitHub Repository](ht...
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Actix-web AI Agent. Built with 🤎 in Rust [Effortless Backend Prototyping with Rust](https://www.linkedin.com/pulse/effortless-backend-prototyping-rust-anatolii-maltsev-hvvce/?trackingId=lGXFeD6ET%2B...
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**Minimal yet functional multi-threaded web server implemented entirely using the Rust standard library.** No external dependencies — just pure `std`. --- [📚 GitHub Repository](https:/...
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**A lightweight backend service built with modern Rust web technologies, ideal for full-stack or API-centric applications.** --- [📚 GitHub Repository](https://github.com/maltsev-dev/ra...
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**An old-school terminal-based inventory management system built with Rust and [Cursive](https://crates.io/crates/cursive).** , replicating the feel of vintage console tools.**  to create a WebAssembly program.  <!-- mo...
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This collection represents my journey and experiments with C++ programming inside Unreal Engine 5, showcasing projects born from curiosity and a desire to bring interactive worlds to life. <!-- more...
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**A desktop application built with Java Swing for easy configuration, creation, and management of Android emulators.** --- ### 🔧 Overview This tool simplifies managing Android Virtual...
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**A Spring Boot application for scraping and converting HTML data into an Excel spreadsheet.** --- [📚 GitHub Repository](https://github.com/maltsev-dev/html_scraper_template) This pro...
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