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theylor999/README.md

Theylor Machado

Data Scientist at nPLAN

Demand Forecasting · Time Series · Production ML


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Python, PyTorch, scikit-learn, PostgreSQL, C#, .NET, React, TypeScript, Next.js, Git

I build demand-forecasting systems used in planning and S&OP — from research and temporal validation through APIs, databases and analytical interfaces.

At nPLAN (NEO Digital Industries) I developed 20+ forecasting models across statistical methods, machine learning, deep learning, foundation models and ensembles. That work raised accuracy by about 15% over models already used by large companies, and cut processing time from roughly 8 hours to 2.

Python  ·  C# / .NET  ·  PostgreSQL  ·  React / TypeScript
Backtesting  ·  Multiple metrics  ·  Exogenous data  ·  GPU / CUDA

Selected work: theylor.vercel.app

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  1. Analise-de-Precos-no-iFood Analise-de-Precos-no-iFood Public

    Este repositório documenta meu projeto de análise de preços de supermercados no iFood. Desde a coleta e o processamento dos dados até a análise e visualização, utilizei Python, APIs, web scraping, …

    3

  2. projeto-classificacao-corredores projeto-classificacao-corredores Public

    Este repositório contém um projeto de Machine Learning que visa classificar produtos de supermercado nos seus respectivos corredores com base no nome do produto.

    Python

  3. api-prever-salario api-prever-salario Public

    Estime o salário de vagas no Brasil com IA. Digite o cargo e empresa, e descubra o salário base médio com um modelo de Machine Learning treinado em dados reais.

    Python

  4. iFood-Supermarket-Prices-Analysis iFood-Supermarket-Prices-Analysis Public

    This project collects and analyzes supermarkets data from iFood across all regions in Brazil.

  5. vagas_de_emprego_bot vagas_de_emprego_bot Public

    Este bot foi desenvolvido para simplificar a busca por vagas de emprego na plataforma Gupy.

    Python