Henrique Louzada

Machine Learning Engineer

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About me

Henrique Almeida Louzada

My name is Henrique Almeida Louzada, born and living in Belo Horizonte - MG, Brazil. I've been a programmer since 2015, the same year I graduated as a computer technician from COTEMIG. In 2021, I finished the bachelor's degree in Information Systems at PUC Minas, for which I received the Brazilian Computing Society Outstanding Student Award, participated in research groups and published award-winning articles in the areas of HCI and computer vision. I am currently taking a Master's degree in Computer Science at UFMG, contributing to the CIIA-Saúde data parity project in partnership with Unimed and the City Hall of Belo Horizonte. I work as a Machine Learning Engineer at Itaú Unibanco, where I am guiding my career towards the management area.

Experiences

Letras.mus.br

Back-end Developer

Letras is the top 1 lyrics website in Brazil. There I practiced the Scrum methodology with GitHub, programmed in Go and PHP (legacy), did some front-end tasks and learned DevOps. I worked a lot with transactional and analytical databases, as well as solutions like Solr, caching with Redis and RabbitMQ.

Sólides

Machine Learning Engineer

Sólides is the biggest Brazilian HRTech. There I worked focused on MLOps in the company's data lab, participating in the implementation of Machine Learning models with Python and web front-end. My main task was to build the MLE framework for the lab, using Amazon EKS and CI/CD pipelines.

Banco Inter

Machine Learning Engineer

The Intermedium Bank is a fintech company from Minas Gerais listed on Nasdaq. There I participated in the initiative to create the bank's ML framework in partnership with an external consultancy. To do this, I provisioned resources in the AWS cloud through Terraform and GitLab Pipelines, as well as solutions for the data scientist's value generation journey with SageMaker and containerized applications in the cloud.

Itaú Unibanco

Machine Learning Engineer

Itaú is the biggest bank in Latin America. I'm currently allocated in a data science squad helping my colleagues to provision resources in the AWS cloud through the bank's framework. I also participate in levers that aim to develop a career development plan for the data team and improve the tools they use on a daily basis.

Education

COTEMIG

Jan/2012 - Dec/2014

Technical High School in Information Technology

PUC Minas

Jan/2018 - Dec/2021

Bachelor in Information Systems

UFMG

Jan/2022 - Dec/2023

Master's Degree in Computer Science

Projects and Voluntary Works

Classifying Dental Implant Models Using Convolutional Neural Networks with Synthetized Datasets Best Work from the Workshop of Undergraduate Works Award 2021

Paper accepted at SIBGRAPI 2021 – 34th Conference on Graphics, Patterns and Images. In this work, we developed a method to fabricate a synthetic base of dental implant radiographs and tested its effectiveness through designing and training a convolutional neural network, in order to help solve the problem of scarcity of available data.

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Exploring User Profiles Based on their Explainability Requirements in Interactive Systems 2020

Paper accepted at the XIX Brazilian Symposium on Human Factors in Computer Systems. We used machine learning techniques to obtain different user profiles regarding their requirements for software explanability.

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Multidimensional Poverty Index Dashboard 2020

Interactive dashboard made in R with data from the Multidimensional Poverty Index of the Social Intelligence Center of PUC Minas. It consists of a map of Brazil with data by municipality and with filtering by classes of attributes.

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Minicourse Research in Information Systems with Data Analysis in R-statistics 2019

I developed and taught a course at PUC Minas, which covered from basic to intermediate aspects of the R language, in the context of data analysis. Descriptive statistics and machine learning concepts.

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Process Scheduler 2019

Simulation of the way a process scheduler works, in the form of an interactive system. The student should have implemented 2 scheduling algorithms, one preemptive and the other not, a memory management system, and at least 8 programs to be included in the processing queue. Each process should have a size and an execution time.

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Cars for Sale Web Scraper 2018

Vehicle advertisement website scraper made in the form of an API with PHP Laravel, which makes it possible to search for cars according to the filters and to consult the details a chosen ad.

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FilmeZilla 2020

Responsive movie site powered by an api, with features to search and view movie details. Made for the Web Interface Development subject in college.

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And so on :)

Skills

Additional Info