Paulo Alves

Paulo Alves Email and Phone Number

Data Scientist | Machine Learning Engineer | Developer | Computer Engineer @ Raro Labs
brazil
Paulo Alves's Location
Curitiba, Paraná, Brazil, Brazil
About Paulo Alves

As a versatile software engineer with experience in multiple areas and technologies, I have a strong ability to adapt and learn on demand. My current focus is on machine learning/deep learning, and I regularly engage in challenges to improve my knowledge and expertise. In my free time, I enjoy exploring the world of functional languages, type systems, compilers, and more.In my recent work, I have used Python, Flutter, Rust, and Typescript to deliver successful projects. When I am not working, I enjoy playing piano, traveling, and being in nature. These interests help me to stay creative and inspired in my professional life.Some of my key areas of expertise include:Software DevelopmentMachine Learning/Deep LearningMobile Development (Android, Flutter)Backend DevelopmentPythonData ScienceImage ProcessingNatural Language ProcessingJavascript/TypescriptReactSQL

Paulo Alves's Current Company Details
Raro Labs

Raro Labs

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Data Scientist | Machine Learning Engineer | Developer | Computer Engineer
brazil
Website:
rarolabs.com.br
Employees:
167
Paulo Alves Work Experience Details
  • Raro Labs
    Data Scientist
    Raro Labs May 2022 - Present
    • Expertise in Machine Learning and Computer Vision, specializing in key point detection, object detection, classification, and segmentation using Custom Models.• Natural Language Processing, utilizing transformer-based architectures for text generation and Named Entity Recognition (NER).• Document Analysis, including Optical Character Recognition (OCR) and key information extraction, with experience in implementing state-of-the-art models and also reading documents using models without OCR.• Experience in Time Series Predictions and Tabular Data Classic Machine Learning.• Ability to integrate Machine Learning models into backend servers using FastAPI and Flask and in integrating Machine Learning models into mobile applications using ONNX Runtime and TFLite.• Experienced with AWS, PySpark, SynapseML, ONNX, and various data processing libraries for building efficient data pipelines.• Developed interactive Gradio interfaces for machine learning model deployment and created backend/frontend solutions in multiple programming languages.• Created tools for efficient data labeling, enhancing the accuracy and speed of the annotation process.• I have implemented and trained various types of models, including encoders/decoders for transformer like models and convolutional networks from scratch. I have also developed new approaches to solve specific problems.
  • Wellbe
    Data Scientist
    Wellbe Jan 2021 - Aug 2021
    Florianópolis, Santa Catarina, Brasil
    • Pipeline Development for Data Processing: Experience in developing pipelines for efficient data processing using Python.• Automation of Operational Tasks: Experience in using Python to automate routine tasks and improve efficiency.• Web Scraping: Experience in using Python for web scraping and data structuring.• Development of Machine Learning Models using Libraries and Frameworks: Experience in using Scikit Learn, XGBoost, Tensorflow, and Pytorch to develop machine learning models.• Database Tuning and Query Optimization: Experience in optimizing databases and queries for improved performance.• Dashboard Development using Metabase: Experience in using Metabase to develop user-friendly dashboards for data visualization and analysis.
  • Esfera Informática
    Mobile Developer
    Esfera Informática Aug 2018 - Sep 2019
    Curitiba, Paraná, Brasil
    • Experience in using various device sensors and modern architectures (MVP and MVVM) to develop high-quality Android (Java and Kotlin) applications.• Maintaining and updating existing iOS applications written in Swift and Objective-C.• Python to automate operational/routine tasks and improve efficiency.• Collaboration and assistance on the development of REST API's using Laravel.• Experience using Node.js and Typescript to develop efficient web applications.
  • Nti - Núcleo De Tecnologia Da Informação
    Fullstack Developer (Intern)
    Nti - Núcleo De Tecnologia Da Informação Feb 2017 - Aug 2018
    Ponta Grossa E Região, Brasil
    • Full Stack Web Development: Expertise in using Laravel and Vue.js to develop sophisticated web applications.• Development of a Web System for Identifying People: Experience in designing and implementing a web system that uses QR codes for validation and identification.• Document Design and Generation: Expertise in designing documents and generating them automatically for printing on plastic materials.

Paulo Alves Education Details

Frequently Asked Questions about Paulo Alves

What company does Paulo Alves work for?

Paulo Alves works for Raro Labs

What is Paulo Alves's role at the current company?

Paulo Alves's current role is Data Scientist | Machine Learning Engineer | Developer | Computer Engineer.

What schools did Paulo Alves attend?

Paulo Alves attended Universidade Federal Do Paraná, Universidade Estadual De Ponta Grossa.

Who are Paulo Alves's colleagues?

Paulo Alves's colleagues are Reinaldo Carlos Mendes, Matheus Oliveira, Dorretta Parker, Rodrigo Plácido, William Franklin, Diego Lima, Davidson Magalhães.

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