Mai Chi Bao articles - 23 total
🧠 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...
🤔 To Do Assistant: The Plan
Table of Contents What My Old Task Separator Looks Like Disadvantages of the Old App What...
🏎️ 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...
🍺 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...
🚀 Elasticsearch vs. MongoDB: RAM, Speed & Search Accuracy Tested!
In this post, we will compare ElasticSearch and MongoDB based on their performance, accuracy, and...
👨💻 How I build my personal assistant!
Table of Contents Introduction Available Commands How to Use How to Set Up the...
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: 80/20 Principles
Today, I think I've stumbled upon something interesting about the 80/20 rule 20% of effort...
🫠 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: MoveDuplicates – My Solution to Duplicate Image Clutter 💡
Are duplicate images cluttering your folders? Wasting precious storage space? Worry no more!...
Practical Approaches to Key Information Extraction (Part 2)
Table of Contents: Real-Life Key Information Extraction (Part 2) Why Open-Source...
🎯 Run Qwen2-VL on CPU Using GGUF model & llama.cpp
Table of Contents: Key Takeaways Introduction Why GGUF and llama.cpp? Step 1:...
🧩 Step-by-Step EC2 Deployment: FastAPI, MongoDB, and NGINX Setup
Table of Contents: Key Takeaways Project Overview Setting Up an EC2 Instance What is...
🎯 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...
📈 From Images to JSON: Fine-Tuning Qwen2VL on custom Dataset
Table of Contents: Key Takeaways Why Fine-Tuning? Problem...
Deploy NGINX on multiple Environments
Table of Contents: Introduction Main Takeaways The Norm Way: Deploying on an EC2...
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...
Practical Approaches to Key Information Extraction (Part 1)
Table of Contents: Analyzing the Requirements Key...
Real-Time Data Processing with MongoDB Change Streams and Python
Table of Contents: Introduction Getting Started with Change Streams What Happens Without...
Why you and I should write 🫤
Money, Fame, Free Life Did I Get Your Attention? Creating Income Writing on...
Replay Attack - Let's learn
Hey everyone, it's mrzaiazi2k here 👋 As an AI engineer, my primary focus is on models and...
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...
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...