Curriculum Vitae

Part of the Dutt Research Group, where I am working with Prof. Nikil Dutt on the Information Processing Factory project. My current interest is to explore how applications behave when emergent behaviors are present, and how we can detect, reason, and react to these unexpected system actions. Our goal is to enable systems to be proactive about these emerging behaviors so that they can maintain safe execution during runtime.

Software Engineer Intern

Meta

Jun 2022 – Sep 2022 Menlo Park, CA

Worked with the Network Planning and Network Delivery Systems teams on a project that tried to predict future link flap issues on data center devices. Link flap spikes can cause network devices to decrease their throughput by orders of magnitude, so it is important to proactively identify such problems. I created pipelines to collect and analyze data, and the model I developed was able to predict long-term issues with a 98% accuracy with only 0.4% false positive rate.

Software Engineer Intern

Google

Jun 2021 – Sep 2021 Irvine, CA

Worked with the CloudNet Control (CNC) team to create validation techniques for certain data-consistency contracts throughout the CNC mesh. The CNC team is responsible for quick and reliable delivery of user configurations across the Google Cloud Platform. I designed and implemented various scrips to parse logs, find contract violations, and feed this data into dashboards to increase visualization and ease the debugging of issues.

Software Engineer Intern

Google

Jun 2020 – Sep 2020 Irvine, CA

Joined the gCache team working on the Envoy Proxy, where I helped design, implement, and deploy features for the HTTP Cache Filter. I implemented the handling of Range Requests/Responses and enabled the filter to handle and cache varied responses that contain an allowed value for the Vary header.

IT / Product Security Intern

Cal/Amp

Jun 2019 – Sep 2019 Irvine, CA

Worked with the Information Security team in different projects that aim to secure the company’s network and assets. Furthermore, I also took lead in a project that tried to detect anomalies to facilitate the visibility of uncommon behaviors on the network.

Research Assistant

Software Engineering Lab @ UnB

Aug 2016 – Aug 2018 Brasília, Brazil

Conducted research with Prof. Genaína Rodrigues on reliable systems, by exploring different ways to analyze implied scenarios in distributed systems. Our proposed methodology uses clustering techniques, with a distance metric based on the Smith-Waterman algorithm. I wrote a senior monograph and a master’s thesis on the subject, and we published our results in the Journal of Systems and Software.

Research Assistant

Lab of Informatics and Data Mining @ Fordham University

Jun 2016 – Aug 2016 New York, NY

Worked on the WATSHERE project, led by Prof. Frank Hsu. We used the IBM Watson framework to provide curated information for students’ parents and staff of the P.S. 85 in the Bronx. We published the results of this work at the 2017 Global Business and Technology Association conference.

Java Development Intern

Computer Science Department @ University of Brasília

Feb 2015 – Jul 2015 Brasília, Brazil

Helped to develop teaching tools for the Introduction to Computer Science class. Worked on the development of a tool that randomized exam questions among students, where the instructors were able to embed the problem set into the executable.

Publications

You can also check:

Journal Articles

[J2] The Self-Aware Information Processing Factory Paradigm for Mixed-Critical Multiprocessing

Eberle A. Rambo, Bryan Donyanavard, Minjun Seo, Florian Maurer, Thawra M. Kadeed, Caio B. de Melo, Biswadip Maity, Anmol Surhonne, Andreas Herkersdorf, Fadi Kurdahi, Nikil D. Dutt, and Rolf Ernst ;
Appeared at the IEEE Transactions on Emerging Topics in Computing, 2020.

[J1] Characterization of Implied Scenarios as Families of Common Behavior

Caio Batista de Melo, André Luiz Fernandes Cançado, Genaína Nunes Rodrigues ;
Appeared at the Journal of Systems and Software, 2019.

Peer-reviewed Conferences

[C2] The Information Processing Factory: A Paradigm for Life Cycle Management of Dependable System

Eberle A. Rambo, Thawra Kadeed, Rolf Ernst, Minjun Seo, Fadi Kurdahi, Bryan Donyanavard, Caio Batista de Melo, Biswadip Maity, Kasra Moazzemi, Kenneth Stewart, Saehanseul Yi, Amir M. Rahmani, Nikil Dutt, Florian Maurer, Nguyen Anh Vu Doan, Anmol Surhonne, Thomas Wild, and Andreas Herkersdorf ;
Appeared at the 2019 CODES+ISSS conference.

[C1] WATSHERE: A Watson Cognitive System to Navigate Social/Health Resources for Public Schools

Anna Poulakas, Alon Yoeli, Sebastian Deossa, Caio Batista de Melo, D. Frank Hsu, Dawn J. Adams, Cesarina Javier, and Anita V. Batisti ;
Appeared at the 2017 Global Business and Technology Association (GBATA) conference.

Book Chapters

[BC1] Reflecting on Self-aware Systems-on-Chip

Bryan Donyanavard, Tiago Mück, Kasra Moazzemi, Biswadip Maity, Caio Batista de Melo, Kenneth Stewart, Saehanseul Yi, Amir M. Rahmani, and Nikil Dutt ;
Part of A Journey of Embedded and Cyber-Physical Systems. Springer, 2021.

Technical Reports

[R1] The Information Processing Factory: Organization, Terminology, and Definitions

Eberle A. Rambo, Bryan Donyanavard, Minjun Seo, Florian Maurer, Thawra Kadeed, Caio B. de Melo, Biswadip Maity, Anmol Surhonne, Andreas Herkersdorf, Fadi J. Kurdahi, Nikil D. Dutt, and Rolf Ernst ;
Available at arXiv:1907.01578.

Presentations

Characterization of Implied Scenarios as Families of Common Behavior

Caio Batista de Melo, André Luiz Fernandes Cançado, Genaína Nunes Rodrigues ;
Journal-First Track at the 35th IEEE/ACM International Conference on Automated Software Engineering, 2020.

The Information Processing Factory

Kenneth Stewart, Caio Batista de Melo, Saehanseul Yi, Nikil Dutt ;
Poster at the 1st UCI/UCR/UPHF International Workshop on Cyber-Physical Systems and their Applications in Intelligent and Connected Transportation System, 2019.

Self-Aware Systems-On-Chip

Kenneth Stewart, Caio Batista de Melo, Saehanseul Yi, Nikil Dutt ;
Poster at the Richard Newton Young Fellow Forum at the Design Automation Conference, 2019.

The Information Processing Factory

Kenneth Stewart, Caio Batista de Melo, Saehanseul Yi, Nikil Dutt ;
Poster at the Richard Newton Young Fellow Forum at the Design Automation Conference, 2019.

Implied Scenario Detection Oriented Dependability Analysis

Caio Batista de Melo, Genaína Nunes Rodrigues ;
Poster at the joint 23rd University of Brasilia/14th Federal District Undergraduate Research Workshop, 2017.

Service

Mentoring

UCI Undergraduate Research Opportunities Program Research Discovery

Mentor (Winter ‘22 - Spring ‘22)
Mentored a total of four UCI undergraduate students that wanted to learn more about research, how projects work, and how they could start finding opportuinities.

Global Research Experience in Artificial Intelligence (GREAT) Program

Mentor (Winter ‘22)
Mentored a total of three undergraduate exchange students across two active research projects. Throughout this program I met regularly with these students and helped them get up to speed with the projects, and set them up to a position where they could contribute significantly.

Peer-Reviewer

International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS)

2019, 2021, 2022

Design, Automation and Test in Europe Conference (DATE)

2021, 2022

Asia and South Pacific Design Automation Conference (ASP-DAC)

2022

International Conference on VLSI Design (VLSID)

2021

Skills

Programming Languages

Python
C
C++
SQL
Java

Spoken Languages

Native fluency: English, Portuguese;
Basic communication: Spanish.

Certificates, Honors, & Awards

Certificate in Excellence in Engineering Communications

UCI Mar 2022

Awarded by the Graduate Division of the University of California, Irvine, in recognition of successful completion of the certificate program.

Certificate in Preparing for a Faculty Career

UCI Mar 2022

Awarded by the Graduate Division of the University of California, Irvine, in recognition of successful completion of the Preparing for a Faculty Career Certificate Program.

Certificate in Mentoring Excellence

UCI Dec 2021

Awarded by the Graduate Division of the University of California, Irvine, in recognition of successful completion of the Mentoring Excellence Certificate program which helps graduate students seeking to enhance their mentoring skills.

Thank a Teacher Recipient

UCI Jan 2020

Awarded by the Division of Teaching Excellence & Innovation of the University of California, Irvine, to select instructors and teaching assistants that are nominated by their students.

Certificate in Teaching Excellence

UCI Jun 2019

Awarded by the Division of Teaching Excellence & Innovation of the University of California, Irvine, in recognition of advanced training in evidence-based pedagogy.

Certificate in Course Design

UCI Jun 2019

Awarded by the Division of Teaching Excellence & Innovation of the University of California, Irvine, in recognition of advanced training in student-centered course design.

CIRTL Associate Level

UCI Jun 2019

Awarded by the Graduate Division at the University of California, Irvine, in recognition of successful completion of all requirements for UCI CIRTL (Center for the Integration of Research, Teaching and Learning) Associate level.

A. Richard Newton Young Student Fellow

DAC Jun 2019

Awarded by the Design Automation Conference (DAC) to encourage students to join the electronic design automation field and/or consider graduate studies in this field.

Teaching Assistant Professional Development Program

UCI Sep 2018

“TAP DAP” is a multi-day series of discipline-specific, interactive workshops designed to provide new TAs with skills and information that will help them to begin their instructional careers at UCI.

Dean’s Award

UCI Sep 2018 – Jun 2019

Scholarship awarded by the University of California, Irvine, to first-year Ph.D. students in recognition of outstanding research potential.

Master’s Scholarship

CAPES Aug 2017 – Aug 2018

Awarded by the Brazilian Coordination for the Improvement of Higher Education Personnel (CAPES), to promote the training of high-level human resources through scholarships for graduate students.

Scientific Initiation Scholarship

CNPq Jul 2016 – Jul 2017

Awarded by the Brazilian National Council for Scientific and Technological Development (CNPq), to encourage new potential talents among undergraduate students through their participation in research.

Fordham University’s Student Ambassador

Fordham Jul 2016

Helped coordinate keynote speeches at the 2016 International Conference on Cyber Security (ICCS).

Brazil Scientific Mobility Program

CAPES Aug 2015 – Aug 2016

Awarded a scholarship to pursue one year of studies at Fordham University, jointly sponsored by CAPES and the Institute of International Education (IIE).