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ledsouza/README.md

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Skills and Tools

Languages

C++ Python JavaScript TypeScript Go

Frontend

React Next.js Figma Tailwind CSS HTML CSS

Backend

Django Django REST Framework

Databases

MySQL SQL Server MongoDB

Data Science & ML

TensorFlow Scikit-learn Pandas NumPy

Infrastructure

Terraform Kubernetes Docker

Cloud

AWS Google Cloud Platform

Other

Git Linux

About me

Passionate and versatile Data Scientist & Full Stack Developer with a strong foundation in Medical Physics, specializing in Nuclear Medicine. Leveraging expertise in mathematics, statistics, and a diverse programming skillset (C++, Python, JavaScript, TypeScript, and Golang) to drive innovative solutions in software development and data science.

Key Experiences:

  • Developed Monte Carlo Simulations in Physics using C++
  • Conducted advanced data analysis, built interactive dashboards, and implemented machine learning models, including deep learning with TensorFlow
  • Applied computer vision and image processing techniques to PET/CT images for disease diagnostics in research projects
  • Designed and developed robust backend systems using Django and Django REST Framework, with proficiency in database modeling (MySQL, SQL Server, MongoDB)
  • Created responsive and dynamic frontend applications leveraging React and Next.js, with UI/UX design experience using Figma

Driven by a passion for continuous learning, I thrive at the intersection of machine learning and software engineering. I am eager to contribute my problem-solving skills, analytical thinking, and technical expertise to develop cutting-edge solutions that make a meaningful impact.

Seeking opportunities to collaborate on challenging projects that push the boundaries of technology and data science, particularly those that unite software engineering with advanced machine learning techniques.


Social Media

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  1. dataviz-graficos-composicao-relacionamento dataviz-graficos-composicao-relacionamento Public

    Forked from alura-cursos/dataviz-graficos-composicao-relacionamento

    O objetivo deste projeto é utilizar a linguagem Python na análise de dados por meio da agregação de recursos visuais, recorrendo a gráficos como ferramentas de exploração e apresentação dos dados a…

    Jupyter Notebook

  2. Fisica-medica-hcpa Fisica-medica-hcpa Public

    Aplicativo desenvolvido para gestão e análise de dados do Serviço de Física Médica em Medicina Nuclear do HCPA

    Python

  3. machine-learning-auto-loan-default machine-learning-auto-loan-default Public

    Este projeto teve como objetivo desenvolver um modelo de Machine Learning capaz de prever a probabilidade de inadimplência de clientes em uma empresa de empréstimo de automóveis. O modelo de classi…

    Jupyter Notebook

  4. pipeline-python-mongo-mysql pipeline-python-mongo-mysql Public

    Desenvolver uma pipeline ELT e ETL integrando Python com MongoDB e MySQL

    Jupyter Notebook

  5. deep-learning-audio-recognition deep-learning-audio-recognition Public

    This project aims to build two Machine Learning models for audio recognition, focusing on security and accessibility.

    Jupyter Notebook

  6. prophy prophy Public

    This application is a comprehensive web-based system designed for medical physics companies to manage their clients, schedule appointments, organize institutional materials, and handle billing effi…

    TypeScript