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80 followers · 26 following
  • São Paulo, SP - Brazil

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Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: Arctic Code Vault Contributor

Achievements

Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: Arctic Code Vault Contributor

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@multimediaeval

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ricoms/README.md

Hi there 👋

ML/AI Engineer with 5+ years building production intelligent systems — from recommendation engines and computer vision pipelines to RAG systems and LLM-powered applications.

I like getting into a problem space fast, figuring out the simplest architecture that actually works, and shipping it. End-to-end: model development, backend, frontend, cloud infra, MLOps, CI/CD.

What I work with

  • AI/ML: PyTorch, TensorFlow, scikit-learn, DSPy, LLM/RAG architectures, computer vision, NLP, recommendation systems
  • Backend: Python (FastAPI, SQLAlchemy), Rust (axum), Node.js
  • Frontend: Vue 3 + TypeScript, Astro
  • Data: PostgreSQL, MongoDB, Redis, Elasticsearch, pgvector
  • Cloud: GCP (Cloud Run, Vertex AI, Pub/Sub), AWS (SageMaker, EKS, Redshift)
  • MLOps: Docker, Terraform, GitHub Actions, OpenTelemetry, Optuna, TensorBoard

Industries I've shipped in

E-commerce, fintech, food tech, manufacturing, remote sensing, edtech, sports analytics, credit scoring

  • 👯 Always happy to collaborate on ML engineering, MLOps, and AI product development
  • 🌱 Currently deep into Rust for high-throughput AI backends and LLM evaluation frameworks
  • ⚡ Fun fact: I worked as a Hotel Manager

Pinned Loading

  1. Getting-and-Cleaning-Data-Course Getting-and-Cleaning-Data-Course Public

    Archive for the final project of the Course "Getting and Cleaning Data"

    HTML

  2. curso_r_shiny_semacomp_2016 curso_r_shiny_semacomp_2016 Public

    Material foi desenvolvido para o treinamento "Introdução ao R e Shiny" ministrado na SEMaComp 2016 no Instituto de Ciência e Tecnologia da Universidade Federal de São Paulo.

    CSS 1

  3. curso_Rmarkdown curso_Rmarkdown Public

    Material para curso de rmarkdown ministrado no ICT-UNIFESP como complemento da disciplina Simulação de Sistemas.

    HTML

  4. projeto_evasao_unifesp projeto_evasao_unifesp Public

    projeto de análise da evasão na Universidade Federal de São Paulo, uma aplicação de Aprendizado de Máquina em Direitos Humanos

    Jupyter Notebook 1 2

  5. shiny_meta_analyzer shiny_meta_analyzer Public

    Repositório do aplicativo Meta-análise desenvolvido em projeto no ICT-UNIFESP.

    R 2

  6. video_image_features video_image_features Public

    Repository with code to extract different features from video and images.

    Python 8 3