Go From Idea to LLM Demo in a Day with Synthetic Data
Ever heard this before: “We love the concept, but can you show us a demo?” If you’re building LLM-powered products, this question can stop you in your tracks. Not because…
LLMs + Data Security: Fine-Tuning GPT on Encrypted Data
Here we’ll demo a simple implementation of a pipeline that takes in sensitive data and stores it securely, before ultimately fine-tune a gpt model on it. And well, it’ll just…
LinkedIn Content Automation
Building an AI Lara Acosta In this project we automate the process of generating LinkedIn content for you, using CrewAI, ChatGPT, and Python. Instead of drafting it all by yourself…
Comparing two PDFs with AWS Bedrock
In this post we’ll go over an extension of the typical app to chat with a PDF using RAG. Here we will specifically take in two PDFs, and compare them…
Predicting Gaming Behavior with AWS
In this post we will go over the basics of training a model with AWS. This is the fundamentals of and end-to-end project, where we will take data from an…
Text to Music Generator App
This post is a description of a mini-project on a FastAPI app that let’s you generate music from just text alone. It takes lyrics as text input and will generate…