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João Pedro Rodrigues Mattos is listed as PhD Student @ Rice University - Data Science | Machine Learning | Deep Learning | GraphML based in Houston, Texas, United States. AeroLeads shows a matched LinkedIn profile for João Pedro Rodrigues Mattos.
João Pedro Rodrigues Mattos previously worked as Applied Research Intern at Ebay and Data Analyst I at Serasa Experian. João Pedro Rodrigues Mattos holds Doctor Of Philosophy - Phd, Computer Science from Rice University.
I am a PhD student in Computer Science at Rice University. My main areas of interest are the intersection of Graphs, Machine Learning, and Deep Learning.+ Coordinated Data, a Data Science and Deep Learning extension group. Taught Data Science to more than 300 students and promoted Data Science and Deep Learning knowledge diffusion through online lectures, watched by more than 20.000 people on YouTube. Also, developed many Deep Learning projects in collaboration with other students, all available in my GitHub profile.+ Co-authored to the publication of the paper Smart Toys and Children's Privacy: enhancing the usability of mobile privacy control tools, as an Undergraduate Research Assistant sponsored by FAPESP in the Human-Computer Interaction area of the University of São Paulo (USP), presented at SIGDOC '19 in Portland, Oregon.+ 3rd place of Interhack, the largest university hackathon in Brazil, with over 180 participants. Our project consisted of an educational game based on a Machine Learning voice recognition system targeted at children with speech disorders.+ Worked as a Project Manager at ICMC Júnior, a junior enterprise of the Institute of Mathematical and Computer Sciences (ICMC) of the University of São Paulo (USP).I am interested in opportunities that unite several areas of computing for developing products, ideas, and initiatives with great innovation and impact on society. Feel free to contact me by e-mail: joao_pedro_mattos@hotmail.com
Listed skills include Pandas, Scikit Learn, Git, Linux, and 25 others.
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San Jose, California, United States
Graphs and Large Language Models - Developed research combining LLMs and graph techniques for explainability and root cause analysis of microservices. The proposed research framework is inspired by Graph Neural Networks. Our method generates expert-level textual explanations of traces. Results validated by human experts in reliability engineering. Product is currently in production.
São Carlos, São Paulo, Brasil
Responsible for developing and deploying Machine Learning models for Consumer Profiling and Segmentation. Created solutions for the Marketing Analytics team based on Big Data and modern Machine Learning techniques.- Developed and maintained the principal Marketing Analytics internal library, currently used in all projects executed by the team.- Reimplemented and optimized our processes using tools such as Spark, Hadoop, and widely used Machine Learning frameworks.
São Carlos, São Paulo, Brasil
Contributed to the development cycle of Machine Learning models applied to Consumer Segmentation in the Marketing Analytics team.- More than 100 Machine Learning models redeveloped in the LGPD (Lei Geral de Proteção de Dados) context, project internally recognized as challenging and impactful.
São Carlos
Scholarship at the University of São Paulo, sponsored by FAPESP (Research Support Foundation of the State of São Paulo). The project resulted in Joker, a tool to support Information Architecture Analysis by means of Card Sorting. Developed using Node.js, React, and Information Architecture techniques.- Co-authored the paper “Smart toys and Children’s Privacy: enhancing usability of mobile privacy control tools” that resulted from my Undergraduate Research Project.- Developed a complex Web Application from scratch phase to the deploy using Node.js, React, Docker and other resources.
São Carlos
- Team and time management focused on product development.- Enterprise-Client relationship mediator in the translation of Client’s needs to team instructions. .- Agile development methods, such as Scrum and Kata.
São Carlos E Região, Brasil
Developed systems and applications with frameworks, such as Ruby on Rails, which enabled me to learn and assist in all stages of delivering a software project, such as drafting requirements documents, database modeling, front-end implementation. end and backend and after-sales, through ICMC Jr.'s software maintenance policy
While in Data, I have coordinated and contributed by developing projects in the area of Deep Learning and Data Science. - Taught our.
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João Pedro Rodrigues Mattos is listed as PhD Student @ Rice University - Data Science | Machine Learning | Deep Learning | GraphML.
João Pedro Rodrigues Mattos is based in Houston, Texas, United States.
João Pedro Rodrigues Mattos has worked for Ebay, Serasa Experian, Fapesp, and Icmc Jr.
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João Pedro Rodrigues Mattos holds Doctor Of Philosophy - Phd, Computer Science from Rice University.
João Pedro Rodrigues Mattos is listed with skills including Pandas, Scikit Learn, Git, Linux, D3.Js, Github, Node.Js, and Ruby.
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