Deep Learning
Understanding Transformer Architecture
A deep dive into the attention mechanism that revolutionized NLP and powers modern LLMs.
Mar 20268 min read
AI Resources & Portfolio
Exploring the Frontiers of AI
Sharing insights, resources, and projects at the intersection of artificial intelligence and software development. By Taeyoung Lee.
15+
Projects
50+
AI Resources
5+
Years Experience
Featured Projects
A collection of AI-focused projects exploring machine learning, natural language processing, and intelligent systems.
Neural Network Visualizer
Interactive visualization tool for understanding deep learning architectures and training processes.
TensorFlowReactD3.js
LLM Fine-tuning Toolkit
A comprehensive toolkit for fine-tuning large language models on custom datasets.
PyTorchTransformersPython
AI Code Assistant
VSCode extension powered by GPT for intelligent code suggestions and refactoring.
TypeScriptOpenAIVSCode
Vector Database Manager
GUI application for managing and querying vector embeddings with semantic search.
PineconeNext.jsEmbedding
Prompt Engineering Hub
Collection of optimized prompts and techniques for various AI models and use cases.
GPT-4ClaudePrompting
Real-time AI Pipeline
Streaming inference pipeline for deploying ML models with low-latency responses.
FastAPIRedisDocker
AI Insights
Thoughts, tutorials, and explorations in the world of artificial intelligence and machine learning.
LLM
Fine-tuning vs RAG: When to Use Which
Comparing approaches for customizing LLMs: when to fine-tune and when retrieval-augmented generation is better.
Feb 202612 min read
MLOps
Building Production ML Pipelines
Best practices for deploying machine learning models at scale with monitoring and versioning.
Jan 202610 min read
Prompting
Prompt Engineering Masterclass
Advanced techniques for crafting effective prompts that maximize AI model performance.
Dec 202515 min read
About Me
I'm Taeyoung Lee, a developer passionate about artificial intelligence and building tools that push the boundaries of what's possible with machine learning.
Currently focused on large language models, neural architectures, and making AI more accessible through open-source projects and educational content.
When I'm not coding, you'll find me reading research papers, contributing to AI communities, or experimenting with the latest models and techniques.
Tech Stack
PythonTypeScriptReactNext.jsPyTorchTensorFlowLangChainFastAPI
Open to Collaboration
Interested in AI projects, research collaborations, or just want to chat about the latest in machine learning?
Get in Touch