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followers: 18.0 following: 92.0 repos: 167.0 gists: 0.0

Name: Diogo Santos

Type: User

Company: AppStart

Bio: Building IA-Based Products | Lead Data Scientist 📈

Twitter: diogosantosbr

Location: Rio de Janeiro, Brasil

Blog: www.appstart.com.br

Building IA-Based Products | Lead Data Scientist 📈

This is my github repo where I keep some of my personal projects and presentations while exploring various topics in Data science.

If you are interested in more details PS:

👨‍💻 You can also find me on Twitter (@diogosantosbr)
📚 LinkedIn in/diogoss
📚 Medium (@diogodsa)
📚 Kaggle DiogoSantos

graph TD;
    Data-Scientist-->Flask;
    Data-Scientist-->Django;
    Data-Scientist-->PyTorch;
    Data-Scientist-->Machine_Learning;
    Data-Scientist-->Deep_Learning;
    Data-Scientist-->Tensorflow;
    Data-Scientist-->Streamlit;
    Data-Scientist-->Spark;
    Data-Scientist-->NLP;
    Data-Scientist-->Computer_viasion ;

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Diogo Santos's Projects

copilotkit

A framework for building custom AI Copilots 🤖 in-app AI chatbots, in-app AI Agents, & AI-powered Textareas.

Crawlee—A web scraping and browser automation library for Python to build reliable crawlers. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, and other files from websites. Works with BeautifulSoup, Playwright, and raw HTTP. Both headful and headless mode. With proxy rotation.

crewai

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

crowd-localization-and-counting

Accurately locating each head's position in the crowd scenes is a crucial task in the field of crowd analysis. However, traditional density-based methods only predict coarse prediction, and segmentation/detection-based methods cannot handle extremely dense scenes and large-range scale-variations crowds.

data-engineering-with-aws-2nd-edition

Data Engineering with AWS, 2nd edition - Published by Packt

datascience_interactive_python

Python interactive dashboards for learning data science

deepseek-v2

demo-movie-genre

The code for the Popular Movies by Genre Dashboard

devika

Devika is an Agentic AI Software Engineer that can understand high-level human instructions, break them down into steps, research relevant information, and write code to achieve the given objective. Devika aims to be a competitive open-source alternative to Devin by Cognition AI.

devin-swebench-results

Cognition's results and methodology on SWE-bench

dify

Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production.

diogodsa

droidbot-gpt

Automating Android apps with ChatGPT-like LLM.

easyrag

Build your own RAG and run it locally on your laptop: ColBERT + DSPy + Streamlit

enem-modeling

Neste projeto, realizo a limpeza, análise e modelagem dos microdados do enem 2022. São desenvolvidas duas abordagens distintas - Análise e modelagem de abstenção e análise e modelagem de desempenho. O modelo utilizado é o LightGBM.