Ardee Aram dot DEV - On Python, Rails, and Machine Learning

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Serverless AI: Deploy Hugging Face Models on SageMaker for Less Than the Cost of a Burger

April 14, 2025

A Step-by-Step Guide on Deploying and Hosting Hugging Face 🤗 Models on AWS SageMaker Serverless

How to make a Retrieval Augmented Generation (RAG) solution quickly with Amazon Bedrock and Django

March 24, 2025

Let's build a simple RAG solution using Bedrock and Django. This is a great introductory project when trying to learn more about Large Language Models and AI Integration.

How to deploy Django on AWS Lambda

March 14, 2025

How to host a Django 5 project for a few cents per month?

Where do I host my Django 5 projects for free?

Nov. 18, 2024

Vercel surprisingly offers free Django 5 hosting for low-traffic sites. Read on to learn how.

Serverless apps: The startup founder's secret weapon

May 10, 2021 • Slideshare.net

How can you build web scale apps on a shoestring budget?

Portfolio

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Safelink ML Python Rails

AI-enabled secure file sharing for lawyers

Ask Alex LLM ML RAG

Data interrogation for law professionals

Summarise Documents LLM ML

Creates short summaries of each document

Abogado PH LLM Python RAG

AI-Powered Legal Insights for Philippine Laws

Foreclosed PH LLM ML Python

Find foreclosed properties in Metro Manila

KlaudSol Apps Django Python

We build Serverless and Cloud-Native Web Apps.

Bookmarks

April fools bring May hallucinations

Apr. 4, 2025

No, Grok didn’t just solve a legendary math problem. But it gets worse.

Text summarization with Amazon SageMaker and Hugging Face | Amazon Web Services

Apr. 3, 2025

In this post, we show you how to implement one of the most downloaded Hugging Face pre-trained models used for text summarization, DistilBART-CNN-12-6, within a Jupyter notebook using Amazon SageMaker and the SageMaker Hugging Face Inference Toolkit. Based on the steps shown in this post, you can try summarizing text from the WikiText-2 dataset managed […]