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robotjaol/README.md

Jonathan Oktaviano Frizzy

Engineer and open-source builder working across intelligent systems, embedded software, optimisation, and practical engineering tools.

I enjoy turning complex technical ideas into small, inspectable systems: a model with explicit assumptions, an interface that is easy to test, and documentation that helps the next engineer reproduce the result.

Selected work

  • Text Embedding — an open-source playground for exploring text embeddings, semantic representations, and NLP workflows.
  • Factory Power Engineering Lab — screening-level industrial load and reliability simulations.
  • Vision Transformer Study — readable ViT implementations and a learning notebook.
  • DeepThink Gamma — an experimental open-source framework for structured AI reasoning, and research. exploration.
  • Protocol Debugger GUI — a desktop workbench for TCP, UDP, UART, and CAN experiments.
  • STM32 IMU Board — an embedded hardware platform integrating STM32-based processing with inertial sensing for motion and robotics experimentation.

Engineering principles

  • Make assumptions, units, and safety boundaries visible.
  • Prefer reproducible experiments over unexplained results.
  • Keep interfaces small and components replaceable.
  • Treat documentation, tests, and operational constraints as part of the design.
  • Share useful building blocks without exposing confidential project details.

Current interests

Automation Control, PLC, DCS/SCADA, machine learning systems, engineering optimisation, industrial automation, embedded Linux, real-time systems, computer vision, and sustainable infrastructure.

Browse the pinned repositories below for the most representative projects. Issues and focused pull requests are welcome in repositories that include contribution guidance.

email: robotjaol@gmail.com

Pinned Loading

  1. cache-cleaner cache-cleaner Public

    Fast, aggressive Ubuntu/Linux cache cleaner written in Bash. Reclaim disk space by cleaning system caches, logs, temp files, APT, Snap, Flatpak, Docker, Python, Node.js, and developer build artifac…

    Shell 3

  2. stlinkv2_solver stlinkv2_solver Public

    Linux setup and troubleshooting guide for ST-LINK debug probes, including udev rules, USB permissions, firmware upgrade guidance, and STM32 development-tool integration.

    Shell 4 1

  3. text-embedding text-embedding Public

    Build and train a GPT-style language model from scratch with Python and PyTorch, covering neural network foundations, BPE tokenization, attention, Transformers, and text generation.

    Jupyter Notebook 1

  4. GElectrical GElectrical Public

    Forked from manuvarkey/GElectrical

    GElectrical is a free and opensource electrical system analysis software for LV/MV electrical distribution networks.

    Python

  5. stm32_imu_board stm32_imu_board Public

    Altium-designed STM32F411CEU6 board with an integrated MPU6050 IMU and manufacturing-ready PCB outputs.

    Altium Designer

  6. deepthink-gamma deepthink-gamma Public

    AI-powered scenario training platform for practicing professional judgment, decision-making, and cognitive bias awareness through structured feedback and gamified learning.

    TypeScript 1