- 🔭 I’m currently working as a Data Scientist and Mentor at HUB-IA SENAI with 1.5+ years of experience in machine learning, Deep Learning, MLOps, and Generative AI projects.
- 🌱 I'm immersed in Python, handling real-world projects that cover a wide spectrum of topics:
- Supervised Learning: Classification, regression, neural networks, etc.
- Unsupervised Learning: Clustering, dimensionality reduction, credit risk, etc.
- Time Series Forecasting: Statistical models (ARIMA, SARIMA, Prophet, etc.), LSTM networks (Single Step/ Multi-step/Multi-Output models), Temporal Fusion Transformer(TFT).
- Natural Language Processing: Semantic Similarity, Chatbot, RAG, Graph RAG, etc.
- Computer Vision: Classification, Object Detection, Segmentation, Transfer Learning, Fine Tuning, etc.
- 👯 I am actively seeking to participate in a wide variety of projects, with the goal of broadening my knowledge and gaining practical experience. Committed to continuous learning, I am eager to apply my skills to solve real-world problems in the field.
- 💬 Ask me about Data Analysis, Machine Learning, Deep Learning, MLOps, GenAI, and other AI stuff.
- 📫 How to reach me: Email: [email protected]
- ⚡ Fun fact: Ex football player
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Hub Inteligência Artificial - SENAI/FIEP
- Londrina
- in/pedroarias92
Highlights
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prf-ml
prf-ml PublicProjeto de MLOps usando dados abertos da PRF que representam ocorrências de acidentes nas rodovias federais do brasil. Neste projeto foram usados vários algoritmos e técnicas de balanceamento a fim…
Jupyter Notebook
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PRF_Acidentes_Dashboard
PRF_Acidentes_Dashboard PublicDashboard usando dados abertos da PRF que indicam ocorrências de acidentes nas rodovias federais brasileiras.
Python
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time-series-forecasting-tf
time-series-forecasting-tf PublicRepositório para estudo e desenvolvimento de previsões de séries temporais usando TensorFlow, abordando tanto single-step (previsão de 1 hora à frente) quanto multi-step (previsão de 24 horas), com…
Jupyter Notebook
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hospital-rag-chatbot
hospital-rag-chatbot PublicThis repository is originally inspired by a 'Real Python' tutorial. This project serves as a personal educational tool designed to deepen my understanding of RAG systems, Neo4j graph databases, and…
Python
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