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  • Budapest
  • 17:47 (UTC -12:00)

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TopiCsarno/README.md

Hi, I'm Tamás

ML/CV engineer working on the path from research to deployment: evaluate models, adapt them to real constraints, and get them running on hardware.

Currently working in autonomous driving / embedded vision. Previously worked on healthcare ML and edge deployment.

What I Work On

  • Computer vision and edge deployment
  • ML systems and embedded inference
  • Robotics-adjacent projects
  • Rust tooling and CLI/MCP integrations

Projects

  • 🗣️ yapcap
    COSMIC panel applet showing local usage limits for Codex, Claude Code, and Cursor.

  • 🧠 nd-cnn-from-scratch
    From-scratch N-dimensional CNN, pooling, and backpropagation in Python.

  • 🤖 Cuber
    Rubik's cube solving robot with Android, desktop, and Arduino components.

  • 🔐 diplomaterv
    Award-winning master's thesis on privacy risks in face recognition embeddings.

  • 🔌 USRT
    UART peripheral in Verilog with an APB bus interface and simulation assets.

  • 🧮 numper
    Small expression calculator in C with infix parsing and postfix evaluation.

Current Focus

  • Quantization and edge deployment for modern vision models
  • Hardware-aware ML workflows
  • Practical MCP / agent-facing tools

Background

  • Deep Learning Engineer working on autonomous driving / embedded vision
  • Previously worked on healthcare ML and edge deployment at Vitarex
  • MSc thesis won Information Security Thesis of the Year 2022

Pinned Loading

  1. yapcap yapcap Public

    Native COSMIC panel applet showing local usage limits for Codex, Claude Code, and Cursor.

    Rust 18 1

  2. Cuber Cuber Public

    Rubik's cube solving robot with Android, desktop, and Arduino components.

    Java

  3. diplomaterv diplomaterv Public

    Award-winning master's thesis on privacy risks in face recognition embeddings.

    TeX

  4. nd-cnn-from-scratch nd-cnn-from-scratch Public

    From-scratch N-dimensional CNN, pooling, and backpropagation in Python.

    Jupyter Notebook

  5. USRT USRT Public

    UART peripheral in Verilog with an APB bus interface and simulation assets.

    Verilog

  6. numper numper Public

    Small expression calculator in C with infix parsing and postfix evaluation.

    C