Cristiano Breuel

AI/ML Engineer, Technical Leader

Articles

Presenting Precog, Nubank's Real Time Event AI - Building NubankUnderstand promising future of Precog and customer representation AI at Nubank

Implementing Liveness Detection with Google ML KitLiveness detection is the ability to differentiate between a live person and a static image of a person, given a set of photos. It’s an…

Want a Career in Machine Learning? Here’s What You Need to Know.There are many paths to a career in machine learning. How do you know which one to take?

[pt-BR] Revista SBC Horizontes

Carreiras em Machine Learning: o Presente e o Futuro

2020: The Year of Reality in AIArtificial Intelligence, Machine Learning, Deep Learning, Neural Networks. In the past few years, these technical terms have become unavoidable buzzwords.

2020: O Ano da Realidade na Inteligência ArtificialInteligência Artificial, Machine Learning, Deep Learning, Redes Neurais. Nos últimos anos, esses termos técnicos se tornaram buzzwords espalhadas por todos os cantos.

ML Ops: Machine Learning as an Engineering DisciplineAs ML matures from research to applied business solutions, so do we need to improve the maturity of its operation processes.

ML Ops: Machine Learning como disciplina de engenhariaÀ medida que o ML evolui da pesquisa para soluções de negócios aplicadas, precisamos melhorar a maturidade de seus processos operacionais.

Itaú Unibanco: How we built a CI/CD Pipeline for machine learning with online training in Kubeflow | Google Cloud BlogItaú Unibanco shares out it built a digital customer service tool that uses natural language processing, built with machine learning, to understand customer questions and respond in real time.

How To Control Access To BigQuery At Row Level With GroupsIntroduction

Talks and Interviews

Building a Fintech on ML [en]

MLOps.community Meetup #18

June 2020

O que é MLOps? [pt-BR]

Datafest Campinas

December 2019

Machine Learning e o MLOps - Hipsters #171 - Hipsters Ponto Tech…

Scala clojure techday_2011IBM 2011 Brazilian Software Lab TechDay Presentation

Projects

Vogon

google/vogonScalable customization of video campaigns. Contribute to google/vogon development by creating an account on GitHub.

One Message Doesn’t Fit All: Creating Personalized Video Ads With Vogon - Think with GoogleWith 400 hours of video uploaded to YouTube every minute,1 how can brands reach audiences that are very selective about what deserves their attention? APAC marketers are finding success with dynamic, personalized ads that speak to viewers’ needs in the moment.

Academic

Join point selectors

SPLAT '07: Proceedings of the 5th workshop on Software engineering properties of languages and aspect technologies, March 2007, Pages 3–es
https://doi.org/10.1145/1233843.1233846

User-Defined Join Point Selectors - An Extension Mechanism for Pointcut Languages

Journal of Object Technology, vol. 7, no. 9, Special Issue: SPLAT, December 2008, pages 5-24
http://dx.doi.org/10.5381/jot.2008.7.9.a1

Seletores de pontos de junção: um mecanismo de extensão para linguagens e arcabouços orientados a aspectos

Master's Dissertation
Instituto de Matemática e Estatística, Universidade de São Paulo, 2008
https://doi.org/10.11606/D.45.2008.tde-10062008-160304

Patents

US-20150170060-A1 - Force-based Assignments

A method for assigning locations to persons of a group of persons may include determining, for each person in the group, a number of communications between the person and each other person in the group. A plurality of reservations from reserving persons of the group may be received. A first force-directed graph having a node for each reserving person may be generated. The generating of the graph may include establishing an edge between one or more pairs of reserving persons, and assigning a first weight to the one or more edges that is derived from the number of communications between respective pairs of reserving persons. Each reserving person may be assigned to a location in the area using the first force-directed graph. A resource for a location not assigned to a reserving person may be controlled based on the assigning of reserving persons to locations.