Articles by Tag #mrzaizai2k
Browse our collection of articles on various topics related to IT technologies. Dive in and explore something new!
🏡 How I Turned My Old Laptop into a Web Server to Host My Portfolio Website
Ever thought of hosting your own website from the comfort of your own home—on a machine you already...
🎯 Run Qwen2-VL on CPU Using GGUF model & llama.cpp
Table of Contents: Key Takeaways Introduction Why GGUF and llama.cpp? Step 1:...
📈 From Images to JSON: Fine-Tuning Qwen2VL on custom Dataset
Table of Contents: Key Takeaways Why Fine-Tuning? Problem...
Practical Approaches to Key Information Extraction (Part 2)
Table of Contents: Real-Life Key Information Extraction (Part 2) Why Open-Source...
Practical Approaches to Key Information Extraction (Part 1)
Table of Contents: Analyzing the Requirements Key...
Deploy NGINX on multiple Environments
Table of Contents: Introduction Main Takeaways The Norm Way: Deploying on an EC2...
How I Decided on dev.to as My Writing Home 🖋
When it comes to sharing knowledge through writing, the choice of platform is crucial. Should you...
👨💻 How I build my personal assistant!
Table of Contents Introduction Available Commands How to Use How to Set Up the...
🧩 Step-by-Step EC2 Deployment: FastAPI, MongoDB, and NGINX Setup
Table of Contents: Key Takeaways Project Overview Setting Up an EC2 Instance What is...
🍺 Drinking Culture and How I Survive?
Ah, I don’t like drinking. However, years of working as a president of Bach Khoa Music Club. I...
Hi 👋, I'm MAI CHI BAO - MRZAIZAI2K
An Algorithm/ML Engineer with expertise in AI, ML, and DL! You want WEAPONS? BOOKS are the best...
🚀 Elasticsearch vs. MongoDB: RAM, Speed & Search Accuracy Tested!
In this post, we will compare ElasticSearch and MongoDB based on their performance, accuracy, and...
This is how I self-host old laptop to web server to host my own Porfolio.
🏡 How I Turned My Old Laptop into a Web Server to Host My...
TIL: MoveDuplicates – My Solution to Duplicate Image Clutter 💡
Are duplicate images cluttering your folders? Wasting precious storage space? Worry no more!...
🧠 From Prototype to Production: 6 Essential Fixes for Your LLMService Class 🚀
"Your LLM code works... until it doesn’t — especially on someone else’s machine." That was me last...
🧠 Building an MCP Server with fastapi-mcp for Stock Analysis: A Step-by-Step Guide
The Model Context Protocol (MCP) enables seamless integration of contextual data into AI tools like...
🏎️ Faster, Cheaper, Better: The Power of Model Routing
In this blog post, I’ll introduce you to a powerful technique called model routing and guide you...
Why you and I should write 🫤
Money, Fame, Free Life Did I Get Your Attention? Creating Income Writing on...
💡 TinyLlama Meets LoRA: A Lightweight Approach to Emotion Classification
I’m excited to share my journey of fine-tuning TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T, a...
🎯 Track, Plan, Succeed: A Guide to 2025 Goal-Setting
Table of Contents: Key Takeaways Making a To-Do List What I Love About Microsoft To...
🚀 How I Aced My LLM Interview: Building a RAG Chatbot
I recently aced an LLM engineer interview with a 9/10 score, and one of the tasks was designing a...
🫠 REAL CUSTOMER CHURN PREDICTION vs KAGGLE VERSION
It's 5X more expensive to get a new customer than to retain an existing one This saying...
📈 TIL: 80/20 Principles
Today, I think I've stumbled upon something interesting about the 80/20 rule 20% of effort...
🚀 Production-Ready: 6 Advanced Fixes for Your LLMService Class 🚀
If you thought fixing the basics was enough — think again. In the previous post From Prototype to...
🤔 To Do Assistant: The Plan
Table of Contents What My Old Task Separator Looks Like Disadvantages of the Old App What...
In this guide, we'll walk through creating an MCP server using the fastapi-mcp package, integrated with FastAPI, to serve stock analysis endpoints.
🧠 Building an MCP Server with fastapi-mcp for Stock Analysis: A...
TIL: 3️⃣ ways I use Large Language Models to increase learning efficiency
Table of Contents: To Do List Management System LLM with RAG system Online Courses...
TIL: Block tabs and Get IP in Javascript
Welcome to the first installment of my "Today I Learned" series! Through these posts, I'll share...