ANGEWORK Company Overview

ANGEWORK Co., Ltd. participated in the development of the Windows version of the powder diffraction data analysis software "Z-Rietveld," developed by Project Z-Code. We are responsible for the Windows version GUI using .NET 8 WPF, the C++ core integration API bridge, the design and implementation of the GUI structure including histogram display, the installer, and the build environment setup. Z-Rietveld is advancing the commonality of the core between the Macintosh and Windows versions, refreshing it into a framework that shares input/output processing and analysis routines. We would like to introduce our development achievements to those interested in Windows compatibility, porting, GUI development, and API integration for specialized analysis software used in universities, research institutions, and manufacturing industries.

ANGEWORK Co., Ltd. used the Raspberry Pi 3 Model B (RAM 1GB) from about 10 years ago to implement and optimize generative AI and verify the operation of small LLMs, publishing two technical articles. In the porting of small AI for ESP32, the generation speed was accelerated approximately 6.3 times from 31.22 tok/s to 195.81 tok/s through software optimization. Furthermore, multiple small LLMs were compared, and a model capable of Japanese conversation was confirmed. The approach to design, model selection, and optimization to establish AI in limited CPU and memory environments is introduced, rather than relying solely on expensive GPUs and the latest equipment. This content is aimed at corporate representatives and engineers considering AI utilization in existing devices, IoT, manufacturing equipment, and closed environments. For more details, please refer to the note article.

ANGEWORK Co., Ltd. has published an article titled "Nostalgic Game Book! How to Choose the Right AI for You - August 2026 Edition," in response to voices expressing interest in AI but finding it "overwhelming and difficult to understand due to the many types available." The article explains the applications and selection of AI in a game book format. Our company representative, who is involved in IT development and AI utilization, has structured the content to allow readers to learn by following options based on their goals, such as "I want answers to questions," "I want to create images or text," "I want to research documents," or "I want to operate existing applications," while minimizing the use of technical jargon. The article broadly introduces the main applications and mechanisms of current AI, including generative AI, image, video, audio, code, 3D generation, internal document search, local AI, AI agents, MCP, skills, and harnesses. It is designed to serve as an entry point for AI selection, applicable for personal use as well as business implementation.