
A Simple, Practical Look at TGI + FastAPI for Local Private Models 01|Why Offline AI Matters As companies move toward automation, robotics, and stricter data-protection requirements, one trend is becoming obvious: AI cannot always depend on the cloud. Warehouses, factories, robots, and internal systems often operate in limited-network or zero-network environments.For individuals, offline AI also

In an IoT project, the need to track assets and processes in real-time can significantly improve operational efficiency. Without IoT, manual tracking systems often lead to delays, errors, and inefficiencies. This blog outlines the technical details of implementing IoT for process tracking and highlights the key steps involved, focusing on the role of the project

In modern business environments, reducing manual tasks and streamlining workflows through automation and digitalization is essential for efficiency. As a project manager, I led several initiatives to optimize processes, reduce errors, and improve compliance, all while supervising key systems to enhance supply chain and procurement efficiency. Initial Situation Before the optimization project began, the company

When a leading automotive company acquired a utility car manufacturing plant in China, the challenge was to integrate the company’s European ERP systems into the new facility. As a multilingual project manager familiar with the company’s systems, I was responsible for ensuring the smooth setup of key ERP modules and their connection to external outsourcing

In complex automotive testing environments, efficiency and accuracy are critical. One of the key challenges is managing test vehicles shared across different departments without disassembling components for identification. In one of my previous projects, I led the implementation of an RFID system to streamline this process, saving both time and resources while improving accuracy. Initial