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kayorenato/README.md

wave

Hi, I’m Kayo Renato

Data Scientist & AI Specialist

Lifelong learner passionate about turning data into value.

  • πŸŽ“ M.Sc. in Production Engineering | Post-grad in Data Science & Analytics and Project Management
  • πŸ’Ό Project Manager & Product Owner focused on AI
  • 🌍 Based in Brazil (remote)
  • πŸ“« kayorenatocontato@gmail.com
  • πŸ”— LinkedIn
  • 🀝 Open to collaborations on AI & Data Science projects

πŸ”‘ Top Skills

Programming & Scripting

  • Python
  • JavaScript
  • R
  • SQL
  • Docker

Machine & Deep Learning

  • Supervised Learning (regression & classification)
  • Unsupervised Learning (clustering & dimensionality reduction)
  • Ensemble Methods (Random Forest, XGBoost)
  • Deep Learning (CNNs, RNNs, GANs)
  • NLP (tokenization, stemming, lemmatization, NER, sentiment analysis, topic modeling, summarization, dialogue systems)
  • Model evaluation & validation (cross-validation, ROC/Precision-Recall)
  • Feature engineering & selection
  • Hyperparameter tuning (Grid Search)

AI & LLM

  • LLM Operations (LLMOps)
  • Prompt Engineering
  • Agents
  • Retrieval-Augmented Generation (RAG)
  • Vectorization & Embeddings
  • GraphRAG
  • Guardrails & Safety Layers
  • Diarization

πŸ“œ Certifications

  • Machine Learning (Cesar)
  • Data Scientist Training Program (Data Science Academy)
  • Data to Insights with Google Cloud Platform (GCP)
  • LangChain
  • LangGraph

πŸŽ“ Education

  • B.Sc. in Information Systems, Universidade de Pernambuco (2018–2022)
  • Specialization in Data Science & Analytics, Universidade de Pernambuco (2020–2021)
  • M.Sc. in Manufacturing Engineering (Decision Making & Risk Analysis), UFPE (2014–2016)
  • MBA in Project Management, FGV (2013–2015)
  • B.Sc. in Civil Engineering, UFPE (2007–2013)

πŸ“Š GitHub Stats

KayoRenato's GitHub stats

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