--- title: "Lê Đức Minh (@mr8opt) | Hashnode" description: "AI Enthusiasts. Read the latest articles by Lê Đức Minh on Hashnode." url: "https://hashnode.com/@mr8opt" --- @mr8opt # Lê Đức Minh @mr8opt · 243/44, ward 15, district 4, T · Joined June 2024 AI Enthusiasts [Website](https://minhleduc.onrender.com/) ### [Fun Project: VMRecommender](https://mr8opt.hashnode.dev/fun-project-vmrecommender?utm_source=hashnode&utm_medium=feed) Optimize Your Virtual Infrastructure with AI-Powered Recommendations Getting started The design and deployment of robust and efficient network infrastructure is a critical aspect of modern IT operations. Traditionally, this process has been time-cons... 8 min read · [mr8opt.hashnode.dev](https://mr8opt.hashnode.dev/fun-project-vmrecommender?utm_source=hashnode&utm_medium=feed) [Jul 24, 2024](https://hashnode.com/posts/fun-project-vmrecommender/66a0be37291b4a2998b5db12) ### [A story about Document Layout Analysis (DLA)](https://mr8opt.hashnode.dev/a-story-about-document-layout-analysis-dla?utm_source=hashnode&utm_medium=feed) From Pixels to Purpose: The Power of Document Layout Analysis I spend my days wrestling with documents – not literally, of course, but as a machine learning engineer working in Document Layout Analysis (DLA). It's a fascinating field, but let me tel... 3 min read · [mr8opt.hashnode.dev](https://mr8opt.hashnode.dev/a-story-about-document-layout-analysis-dla?utm_source=hashnode&utm_medium=feed) [Jul 21, 2024](https://hashnode.com/posts/a-story-about-document-layout-analysis-dla/669cb2a1210566249e442228) ### [KeyBERT: Effortless Keyword Extraction](https://mr8opt.hashnode.dev/keybert-effortless-keyword-extraction?utm_source=hashnode&utm_medium=feed) Uncover the Most Important Keywords from Your Text with Ease Introduction While developing the RAG system, I discovered that users typically write vague statements rather than serious inquiries. It is tough for an LLM to understand it, and it is muc... 4 min read · [mr8opt.hashnode.dev](https://mr8opt.hashnode.dev/keybert-effortless-keyword-extraction?utm_source=hashnode&utm_medium=feed) [Jul 19, 2024](https://hashnode.com/posts/keybert-effortless-keyword-extraction/669a29a316b92578ad7cc58f) ### [Scraping the Web Like a Boss with ScrapeGraphAI](https://mr8opt.hashnode.dev/scraping-the-web-like-a-boss-with-scrapegraphai?utm_source=hashnode&utm_medium=feed) Harness the Power of AI to Automate Your Data Collection Introduction My previous postings focused heavily on leveraging external tools to increase the quality of the end output while applying the Augmented Language Models framework. However, I reali... 8 min read · [mr8opt.hashnode.dev](https://mr8opt.hashnode.dev/scraping-the-web-like-a-boss-with-scrapegraphai?utm_source=hashnode&utm_medium=feed) [Jul 15, 2024](https://hashnode.com/posts/scraping-the-web-like-a-boss-with-scrapegraphai/6694a93ea55736a60c0ba48b) ### [How to run Gemini Flash with MindsDB](https://mr8opt.hashnode.dev/how-to-run-gemini-flash-with-mindsdb?utm_source=hashnode&utm_medium=feed) Introduction Machine learning has emerged as an indispensable tool for businesses and organizations in the age of data-driven decision-making. MindsDB, an open-source platform, provides a straightforward approach to creating machine learning models, ... 4 min read · [mr8opt.hashnode.dev](https://mr8opt.hashnode.dev/how-to-run-gemini-flash-with-mindsdb?utm_source=hashnode&utm_medium=feed) [Jul 7, 2024](https://hashnode.com/posts/how-to-run-gemini-flash-with-mindsdb/668a5c22fae6e7db7686534b)