18 Articles by Alex Chen
Scalable AI Data Pipeline with Apache Beam
Design a scalable AI data pipeline with Apache Beam and Google Cloud Storage for production-grade AI engineering
Integrating LLMs with Graph Databases using Amazon Neptune
Learn to integrate Large Language Models with graph databases using Amazon Neptune and PyTorch Geometric for enhanced AI capabilities.
Building AI Chatbots with DialogFlow and Node.js
Build an AI-powered chatbot using DialogFlow and Node.js, a powerful combo for conversational AI
Optimizing AI Agents with Ray Parallel Processing
Boost AI agent performance using parallel processing in Ray, includes code examples and tips
Custom Embedding Layer in PyTorch LLM
Implement a custom embedding layer in PyTorch for large language models, improve model performance with efficient embedding representations
BERT Transfer Learning for Sentiment Analysis
Use BERT and Hugging Face for sentiment analysis with transfer learning, boosting model performance
Migrate AI Apps to Microservices
Migrating AI applications to microservices for scalability and maintainability, with real code examples and gotchas
Real-Time Object Detection with YOLO and OpenCV
Build a real-time object detection system using YOLO and OpenCV. Learn how to integrate AI into your applications.
Dialogflow Node.js Integration
Integrate AI-powered chatbots with Dialogflow and Node.js for production-grade conversational AI
Optimizing LLM Inference with TensorFlow Model Optimization
Boost LLM performance with TensorFlow Model Optimization Toolkit, optimizing inference for production-grade applications
Kubernetes for Devs: Practical Guide
Learn Kubernetes for developers with this practical guide, covering deployment and management
Vitest Unit Testing Made Easy
Learn how to write unit tests with Vitest, a fast and efficient testing framework, and take your AI tooling to the next level
Getting Started with GraphQL in Node.js
Learn GraphQL with Node.js and build powerful APIs, here's how to get started with GraphQL in Node.js
CSS Grid vs Flexbox: Choosing the Right Tool
Learn when to use CSS Grid and Flexbox for layout management, including key differences and use cases
Building Full-Stack Apps with Next.js and Supabase
Learn to build a full-stack app with Next.js and Supabase, including API setup and backend integration.
Rate Limiting LLM API Calls in Production
Learn how to implement rate limiting and caching for LLM API calls in production to prevent abuse and improve performance
Deploy Next.js to Vercel in Minutes
Learn how to deploy a Next.js app to Vercel with this step-by-step guide, covering everything from setup to optimization.
Introduction to WebSockets with Node.js
Learn WebSockets with Node.js and improve real-time communication in your applications