Huijing Huang Tech Blogs

At Meta, I can use Claude Code with unlimited tokens.

Mission & Value CPO Chris Cox talked about Meta’s mission: Build the future of human connection and the technology that makes it possible This finally made it click for me why Mark Zuckerberg is investing so heavily in wearables.

A Modern Guide to TypeScript: Modules, Tooling, and Configuration Understanding the TypeScript ecosystem and setting up your project for success If you’ve been working with TypeScript, you’ve probably encountered confusing choices about module systems, co…

Setting Up Prisma with Supabase for Next.js Intro Prisma, Supabase, Next.js are all great, but there’s work to glue them together.

Kafka Java Programming I’ve been learning Apache Kafka over the past week.

Overview I’ve been learning Apache Kafka over the past week.

Kafka Basics I’ve been learning Apache Kafka over the past week.

Redis Basics Here are my notes on Redis.

Recently, I have been re-learning Python in my spare time, and I want to write a blog (or blogs) to document something new to me.

Tracking website usage is essential for understanding your audience and improving your content.

Geneva is an internal monitoring platform developed by Microsoft.

In this blog, I want to document some useful apis, such as chat extension api and workspace api.

Introduction A VSCode Chat Extension is an extension uses the Chat extension API by contributing a chat participant - a domain expert that can answer user queries within a specific domain.

Introduction Vibe coding is a term introduced by Andrej Karpathy.

Here’s a pretty cool article on understanding PyTorch conv1d shapes for text classification.

Introduction In the XCS330 Problem Set 4, we will explore methods for performing few-shot learning with pre-trained LMs.

Introduction In traditional machine learning, we have a lot of dataset for a specific tasks, while in meta-learning, we have many tasks with small datasets, and the hope is that we can train a model that can learn some fundamental idea from other tasks.

Softmax The softmax function is widely used in machine learning.

Install Conda Since I am a mac user and I want to leverage the Apple Silicon CPU architecture, I installed Miniforge.

Latex tutorial Greek numbers, for instance \textlambda. https://www.overleaf.com/learn/latex/List_of_Greek_letters_and_math_symbols Superscript: ^ and subscript: _, example: $a_i$ Basic bold text: https://www.overleaf.com/learn/latex/Bold%2C_italics_and_u…

In the 3rd assignment of XCS330, we will implement prototypical neworks (protonets) for few-shots image classification on the Omniglot dataset.

In this blog post, I will share the findings of my research in the field of threat modeling.

Introduction In this blog, I want to talk about how to leverage az cli to visualize a graph in Python.

Intro SQLAlchemy is a very popular ORM Python library.

Pydantic Why do we have multiple classes for the same model?

pre-commit hooks are a way to add hooks that run before the commit process.

There are many tools for linting and formatting Python codes: package usage isort sort imports black format code pylint lint code pep8 lint code autoflake lint code ruff lint and format code Ruff Basic configuration: [tool.ruff] line-length = 120 [tool.r…

Overview FastAPI is a modern, fast web framework for building APIs with Python.

Overview Poetry is a dependency management and packaging tool for Python.

Info Page To customize the info page for PaperMod based website: params: homeInfoParams: Title: "👋Hello World!"

Introduction In this blog, I will talk about some tricks that I learned when I worked on the data processing part for assignment 2 of XCS300.

Introduction In this blog, I will talk about the model part for assignment 2 of XCS300.

Display Math Equations To display math equations in Hugo, we need to add math typesettings.

Cross Entropy In machine learning, the cross-entropy loss is a very popular loss function.

Null Parent Window Handler Issue for AzureAuth Library Background AzureAuth-Lib is a thin wrapper on top of microsoft-authentication-cli, which is a CLI wrapper of MSAL.

Hugo Basics What is Hugo?