Empower R&D Digitally

I am Fan Li, a materials chemist, data scientist and software engineer. I am the founder of Apex 974, a consulting service to build knowledge systems and AI solutions for R&D. With over 20 year experience, I know how to help R&D scientists and engineers.

Let's build your R&D competitive edge

AI Agent for Patent Analysis — An Example

AI agents are modular, autonomous workflows powered by LLMs to solve complex tasks via a divide‑and‑conquer approach. They have the potential to automate tedious R&D tasks, such as patent analysis, freeing scientists to focus on genuine innovation.

NiFi 2 Python Extensions - First Impressions

A brief overview of the new NiFi 2 Python Extensions. The ability to use Python's rich ecosystem of libraries and tools within NiFi is a game-changer, especially for complex data manipulation, machine learning, and AI tasks.
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