👐 This is my personal profile. Here I share projects based on my actual needs and hobbies.
About me:
My name is Francis and I'm a brazilian software developer with +5 years collaborating in projects in PT & EN;
Before that I worked as a chemical engineer for 10 years.
I’m currently practicing the latest trendings in AI: Atlas Vector Search and trained models. In these matters, you can check these repositories that are using generative AI or Vector Search:
🏡 Intelligent Real Estate Search Platform (a real state app that uses AI to perform search)
(with Atlas Vector Search)
- Backend (Python) https://github.com/francisdiasbr/py-mineral-book
- Frontend (React Native + Expo Managed App) https://github.com/francisdiasbr/mineral-book
An innovative real estate search platform that uses AI to understand natural language queries.
Replace complex forms with a smart search bar that understands queries like "sunny 3-bedroom apartment near subway" or "pet-friendly house with backyard under 800k".
🎒 Turin App (a social network app for travelers)
The app is available only in Brazil in Apple Store.
Clique aqui para acessar o app na Apple Store
🎬 The Movie Search (a complete cockpit to organize your passion for cinema - favorite, learn from IMDb about the movie, watch the movie, listen to movie soundtrack on Spotify)
(with Langchain)
It is a ecosystem that interact with Internet Movie Database (through bulk catalogue, in user machine), create a curatory of movies, generate blogposts (all of that in Admin project locally), and after that publish the blogposts in a online Blog. The project also has and two APIs, one for each frontend application.
- In admin, user can search in IMDb catalogue, create a list of favorite movies and generate blogposts.
- In blog, users can see the generated blogposts.
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Movie Search Admin Frontend (Next project with Redux for state management): https://github.com/francisdiasbr/movie-search-frontend
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Movie Search Admin Backend: https://github.com/francisdiasbr/movie-search-backend (Python project with Flask). Is the backend for Movie Search. The project comprehends all the endpoints the admin application needs.
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Movie Search Blog: https://github.com/francisdiasbr/movie-search-blog (Vite project with Redux for state management)
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Movie Search Blog Backend:https://github.com/francisdiasbr/movie-search-blog-backend (Python project with Flask)
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Archictecture Decision Records for Movie Search project (ADRs):https://github.com/francisdiasbr/movie-search-adr
✨ Feedback categorization w/ OpenAI
(with Langchain)
This POC aims to categorize customer reviews using OpenAI. The analysis will be based on the comment text to assign a specific category that best describes the feedback.
🔮 Mineral-book (a project to perform search and see properties of minerals through similarity, with atlas vector search database)
(with Atlas Vector Search)
A complete solution for extracting, processing, storing, and searching for information about minerals in a semantic way. It illustrates the application of NLP techniques and semantic search on real datasets, providing a foundation for recommendation systems, enhanced search, and text analysis.
Give me the honor of your visit the blog I expose my ideas about the Seventh Art: https://themoviesearchblog.netlify.app/