Shani Rivers

@shani-codes

Data Enthusiast

Silicon Forest, USJoined April 2022

About

I'm a data analyst with development and graphic design experience. I know how to build a website from scratch, but I sometimes work with entrepreneurs and small businesses with their Wix or Squarespace sites, so basically I help them to establish their online presence. When I'm not doing that, I'm studying and blogging about data engineering, data science or web development.

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Shani Rivers's blogs

All That Datashanirivers.hashnode.dev29 posts

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Recently published

SRShani Riversshanirivers.hashnode.devJan 2 · 6 min read

Deploy Your Streamlit App to Render: A Complete Guide for pip and Astral uv

Streamlit is awesome in that it gives you the ability to deploy on their platform for free, but I hate dealing with their branding - or anyone’s else branding for that matter. Plus I spent way too muc

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SRShani Riversshanirivers.hashnode.devDec 26, 2025 · 5 min read

How to Add Stripe Payments to Your Streamlit App with st-paywall

So a web application can only can be called a “Software as a Service” (or SaaS for short) if it is behind a paywall. And if you are someone who really only works with data and you don’t have the time or money to test if your ideas are even viable, so...

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SRShani Riversshanirivers.hashnode.devDec 23, 2025 · 7 min read

From Marketing Webinars to a Micro SaaS: The Tool is Live

I love creating content… well, blog posts and YouTube videos that is. My long-form content is usually tied to something I’m building or learning. Whether it’s a YouTube video about learning new frameworks or a coding project I’m currently working thr...

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SRShani Riversshanirivers.hashnode.devDec 6, 2025 · 10 min read

Build a Flask API with SQLite and JWT: Complete Tutorial

I am building an API because I don’t have time or the energy to build out a full application for my crew. Before I jumped off the deep end on building a Flask API, I first did the blog tutorial found in the documentation. The reasoning was to get use...

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SRShani Riversshanirivers.hashnode.devDec 4, 2025 · 5 min read

A (Somewhat) Simple Guide to Using Google and Auth0 for Easy Authentication

I need to secure my Streamlit micro SaaS, because a girl needs to track users and build that newsletter list. Any self-respecting developer needs to have authentication and if you are building a software as a service product, you need to provide diff...

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Shani Rivers

About

Available for

Shani Rivers's blogs

Recently published

Deploy Your Streamlit App to Render: A Complete Guide for pip and Astral uv

How to Add Stripe Payments to Your Streamlit App with st-paywall

From Marketing Webinars to a Micro SaaS: The Tool is Live

Build a Flask API with SQLite and JWT: Complete Tutorial

A (Somewhat) Simple Guide to Using Google and Auth0 for Easy Authentication

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Shani Rivers

About

Available for

Shani Rivers's blogs

Recently published

Deploy Your Streamlit App to Render: A Complete Guide for pip and Astral uv

How to Add Stripe Payments to Your Streamlit App with st-paywall

From Marketing Webinars to a Micro SaaS: The Tool is Live

Build a Flask API with SQLite and JWT: Complete Tutorial

A (Somewhat) Simple Guide to Using Google and Auth0 for Easy Authentication