Introduction As a technology enthusiast, I’m always on the lookout for the latest and greatest tools and technologies to incorporate into my development arsenal. Recently, I stumbled upon Supabase and decided to give it a try with my Next.js app. One of the features that caught my attention was its out-of-the-box…

OpenAI has streamlined the process of fine-tuning their GPT-3 models, making it a breeze to tailor them to our specific needs. What is fine-tuning? Fine-tuning a machine learning model involves taking a pre-trained model and adjusting its parameters to fit a specific task or dataset. This technique is commonly used in transfer learning…

This is the tutorial on putting AI tools (OpenAI GPT3, OpenAI Whisper, Coqui TTS) together to create a basic personal voice AI assistant. Introduction I will walk you through how to build your own simple Alexa in 5 minutes. This is a very simple voice AI assistant that you can create…

Tabular modeling takes data in the form of a table (like a spreadsheet or CSV). The objective is to predict the value in one column based on the values in the other columns. — This article is based on the Jupyter notebook I forked from the repository called fastai/fastbook. Feel free to use it as a reference to follow along for the fully functioning code. We will see how we can feed columns that contain categories into a model that expects numbers by using…

What is a random forest and how is it used? Software engineer’s deep dive into Machine learning concept: random forest.

This year, I’ve been thinking a lot about my investment strategy. My net worth is heavily tied to stocks, and it hurts to see my net worth nose-dived. I’m definitely going to hold on to them but I want to allocate my cash to somewhere safe that can give me…

Guide to adding Google Analytics to React.js application via Firebase. Prerequisites Should have a React.js application configured via create-react-app. i.e. npx create-react-app my-app --template typescript. Should have a Firebase (Google Cloud) account. Let’s get started Add Firebase to your package.json. yarn add firebase # npm install firebase Set up the Firebase project and set up the configs into App.tsx (or App.js) file.

This story will guide you on how to set build-time environment variables via CodeBuild for your React.js application. — Aite, enough. let’s jump straight to it. Prerequisites Should have a React.js application configured via create-react-app. i.e. npx create-react-app my-app --template typescript. Should have an AWS account. Should have CodeBuild configured in AWS and have buildspec.yml file in your project folder. Mine looks like this (github).

Set up a Lambda function and CodePipeline to invalidate Cloudfront cache automatically. Introduction I built my website with React TypeScript and deployed it to S3 with Cloudfront via CodePipeine and CodeBuild. This story will explain how I automated Cloudfront cache invalidation in the CodePipeline…