João Lucas Cadorniga
Software Engineer I @ Brex
About
As a Computer Science student at the Insper Research Institute, I am deeply immersed in the fields of Web Development, Data Science, and Copywriting. My passion for technology and innovation drives my career aspirations, particularly in areas like Data Science, Machine Learning, and Business Intelligence. With a keen interest in entrepreneurship and startups, I am eager to apply my skills in these dynamic environments. My technical skills are complemented by a strong foundation in mathematics. For over three years, I have developed my skills as a math tutor, educating students of various ages and acting as an SAT Math tutor at one of Brazil's leading college preparatory schools. This experience has not only deepened my understanding of mathematics but also enhanced my ability to communicate complex concepts effectively. I invite you to explore my work: GitHub: https://github.com/JoaoLucasMBC I am enthusiastic about opportunities to contribute to projects and initiatives that will allow me to leverage my expertise while pushing the boundaries of the tech field!
Brazil
São Paulo
Information Technology & Services
Data Engineering, Multi-agent Systems, Deep Learning, Computer Vision, Operations Management, Client Billing, English, Peer Tutoring, Calculus, User Studies, Natural Language Processing (NLP), C#, Literature Reviews, Data Analysis, Infrastructure, Artificial Intelligence (AI), Machine Learning, Entrepreneurship, Lean Startup, Network Infrastructure
Experience
Software Engineer I
Brex
São Paulo, Brazil
Software Engineer
Brex
São Paulo, Brazil
Independent Math Tutor
Self Employed
São Paulo, São Paulo, Brazil
Digital math tutoring in English for international students ministered independently using the American platform Preply. Utilizing innovative resources from companies such as Microsoft in math and programming foundation for kids. Results: more than 30 students worldwide
Builder
Stealth Startup
São Paulo, Brazil
Co-Fundador e Especialista em Infraestrutura e Tecnologia numa startup stealth. Conduzindo a inovação em cybersegurança e análise de dados para transformar o panorama da segurança digital em empresas brasileiras.
Research Scholar
University of Illinois Urbana-Champaign
São Paulo, Brazil
Finalizing Human-Computer Interaction study in Brazil to finish a paper on gaze-based typing.
Research Scholar
University of Illinois Urbana-Champaign
Urbana-Champaign Area
Working with Machine Learning and Natural Language Processing to create novel ways to gaze-type in VR and AR using depth perception, with the help of predictive models.
Algorithms Peer Tutor
Insper Instituto de Ensino e Pesquisa
São Paulo, Brazil
Peer Tutor for the first algorithms discipline of the computer science major. Organized office hours to help students and created new infrastructure on Prairie Learning.
Capstone Project - Identification of Flooding Incident Impacts Using Neural Networks
NVIDIA
São Paulo, Brazil
Abstract: In a world where flooding impacts are becoming increasingly common, such as the disaster in the Brazilian state of Rio Grande do Sul in 2024, the goal of this project is to develop an open-source flooding impact assessment pipeline. Preliminary technical evaluation by NVIDIA indicates that this tool could be integrated with technologies such as a flood simulation system, allowing for predictions in susceptible regions. The pipeline utilizes Convolutional Neural Networks (CNN), public population, and geographic data to process images extracted from the Sentinel-1 and Sentinel-2 satellites and generate metrics. This project classifies flooded regions prior to and after a crisis, providing, for example, estimations of the affected population by area to showcase the impact to assist urban planning professionals. The developed tool integrates a satellite data collection system from these satellites, as they are also open-source and include periodical data, and the CNNs in an intuitive and easily utilizable pipeline, inspired by UNOSAT’s Emergency Mapping which analyzed the impact of floodings in Nepal in 2021.
Data Analyst
Ana Health
São Paulo, Brazil
Análise de dados, desenvolvimento de modelos de preditivos e construção de infraestrutura cloud em startup do ramo de benefícios de saúde 100% digital, acessível e sem burocracia, buscando facilitar e acessibilizar a saúde no Brasil.
Linear Algebra Peer Tutor
Insper Instituto de Ensino e Pesquisa
São Paulo, Brazil
Copywriter and Product Management
MKKStudies
São Paulo, Brazil
Acting in the Education field as a Copywriter and Product Manager, directing a math preparatory school, among other products, and writing AD campaigns, e-mails, and sales letters for product launches. Leading the product launch team, organizing the creation of new products, and the use of Agile Methodologies, such as Scrum. Results: more than 600 clients in all products; more than 4k people reached during launching events.
Calculus Peer Tutor
Insper Instituto de Ensino e Pesquisa
São Paulo, Brazil
Peer Tutor for the calculus discipline of the computer science major. Organized office hours to help students and graded activities.
Education
Insper Instituto de Ensino e Pesquisa
Computer Science
João Lucas Cadorniga's Contact Information
Phone
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