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MrDaila007/README.md

DanilaE — Robotics & Embedded AI Engineer

Building intelligent machines from silicon to software

Email    GitHub


About Me

Robotics and embedded systems engineer passionate about bridging the gap between AI and the physical world. I design and build intelligent robots end-to-end — from custom 3D-printed hardware to multi-agent AI systems running on resource-constrained devices.

Currently focused on integrating large language models into robotics pipelines via MCP, exploring LLM quantization techniques for edge deployment, and developing multi-agent architectures for autonomous systems.

Fun fact: I've built nine 3D printers from scratch — all self-designed.


Currently Working On

Area Focus
🤖 Robotics End-to-end intelligent robot systems
🧠 Multi-Agent AI Collaborative AI model architectures
Edge ML Computer vision on low-power hardware
🔬 LLM Quantization Optimizing large models for embedded inference

Featured Projects

Autonomous roborace car firmware for Raspberry Pi Pico 2 (RP2350)

C/C++ RP2350 LiDAR WebSocket

Firmware for an autonomous racing car using 4× TF-Luna LiDAR sensors for real-time obstacle detection and track navigation. Includes a live web dashboard for telemetry streaming, track mapping visualization, and remote parameter tuning — all running on a microcontroller.


Autonomous mobile robot platform for warehouse logistics

ROS 2 Docker Python Nav2

A full-stack autonomous mobile robot designed for warehouse environments. Built on ROS 2 Humble with a fully containerized development pipeline to ensure reproducibility across teams and hardware. Handles autonomous navigation, path planning, and obstacle avoidance.


Lightweight 2D ROS 2 simulation with custom RViz UI

ROS 2 Docker RViz2 Python

A minimalist, mathematically precise 2D simulation environment for debugging autonomous navigation algorithms without the overhead of 3D engines. Features a custom RViz2 visual interface with hexagonal grid markers and background overlays, with solved Z-fighting issues for clean 3D rendering. Fully containerized via Docker.


Real-time parking space detection and occupancy analysis

Python YOLOv8 OpenCV Computer Vision

An advanced computer vision system for real-time parking spot detection with support for editing, deleting, and intelligent occupancy analysis. Designed for smart city and IoT integration scenarios.


Experience

Innowise — Full-time · 6 yrs 3 mos

🔹 Robotics Team Lead · Mar 2026 – Present

🔹 Senior Software Robotics Engineer · Sep 2025 – Mar 2026 · Poland

Embedded & robotics software architecture across the full stack: embedded Linux platforms, ROS/ROS 2 navigation (Nav2, SLAM), simulation (Isaac Sim, Gazebo), IoT system daemons (systemd, D-Bus, mDNS/Avahi), computer vision (YOLO, OpenPose), LiDAR/stereo 3D perception pipelines, and low-level driver development (I2C, SPI, UART). Led service migrations (Go → C++) for performance optimization.

🔹 Middle Robotics Software Engineer · Nov 2023 – Sep 2025

🔹 Robotics Software Engineer · Aug 2022 – Nov 2023

🔹 Embedded / C++ Software Engineer · Jan 2020 – Aug 2022 · Warsaw, Poland


NDA Company — Part-time · 1 yr 1 mo

🔹 Middle Embedded Software Engineer · Oct 2023 – Oct 2024 · Remote

Embedded software development and IT automation solutions. Worked with STM32, Raspberry Pi, Jetson Nano, FreeRTOS, ROS, and OpenCV across C/C++ and Python. Developed integration pipelines for industrial automation using I2C, SPI, UART, and CAN protocols.


Applied Systems Ltd. — Full-time · 1 yr

🔹 C++ Developer · Jun 2018 – May 2019 · Hybrid

Windows application development, feature implementation, bug fixing, and effort estimation for development planning.


Tech Stack

Languages

C C++ Python Go Kotlin Bash

AI / ML

PyTorch TensorFlow scikit-learn NumPy Pandas SciPy Matplotlib

Robotics & Embedded

ROS NVIDIA CUDA PlatformIO Zigbee CMake

Web & Backend

Django Node.js React Native JWT MongoDB SQLite

DevOps & Cloud

Docker Azure Google Cloud Git GitHub GitLab Bitbucket Jira


GitHub Stats

  




Open to collaboration on robotics, edge AI, and multi-agent systems — feel free to reach out.

Pinned Loading

  1. Park_space_detector_Yolov8 Park_space_detector_Yolov8 Public

    Система компьютерного зрения для детекции парковочных мест в реальном времени с возможностью редактирования и удаления парковочных зон. Использует YOLO (You Only Look Once) для распознавания автомо…

    Python

  2. mona_robot mona_robot Public

    Forked from vladubase/mona_robot

    MONA (Modular Open Navigating AMR)

    C++

  3. Roborace_flatland Roborace_flatland Public

    Forked from rprakapovich/tb3_flatland

    This project provides a minimalist, fast, and mathematically precise 2D simulation for debugging autonomous navigation algorithms without the overhead of heavy 3D engines.

    Python

  4. Umbreon_roborace Umbreon_roborace Public

    Umbreon_roborace

    C++ 1

  5. umbreon_zephyr umbreon_zephyr Public

    Autonomous roborace firmware on Zephyr RTOS — Raspberry Pi Pico 2 (RP2350), ToF ring, IMU, Wi‑Fi telemetry.

    C

  6. rprakapovich/tb3_flatland rprakapovich/tb3_flatland Public

    This project provides a minimalist, fast, and mathematically precise 2D simulation for debugging autonomous navigation algorithms without the overhead of heavy 3D engines.

    Python 7 1