Caio Davi, Ph.D. Email & Phone Number

Houston, Tx, Us

Houston, Texas, Us

• Plan, design, and maintain machine learning software ecosystem for HPE high-performance computing products.• Work on partner engagements for the leading communication libraries used in AI distributed development (MPI, NCCL, RCCL, etc).• Create and run high-performance workloads through resource scheduling managers (Slurm, PBS).• Build and execute ML/AI workloads on top of containers (Docker, Singularity, Podman, containerd).• Scale up containerized ML/AI applications on Kubernetes.• Design and build ML/AI-based testbed for HPE Slingshot HPC Intercommunication Solution.

Houston, Texas, Us

• Oversight of continuous integration and delivery (CI/CD) operations for a prominent Telco client, overseeing 45+ successful deliveries.• Architecting and deploying numerous k8/Helmsolutions in on-premises OpenShift (k8) environments. Including cloud-based solutions utilizing k8 reverse proxying via HAProxy for load balancing.• Proficiently developed Java, Python, and BASH scripts for Linux-based operating systems. As well as Ansible playbooks for process automation.• Regularly conducted vulnerability assessments to uphold cybersecurity standards.

Houston, Texas, Us

Experience as a 5G Orchestration intern within Hewlett Packard Enterprise's Communications Technology Group (CTG), focusing on the management and orchestration (MANO) of 5G architectures. Learned designing and implementing various NFs, VNFs, and CNFs in the context of Software-Defined Networking (SDN). Skilled in developing data-centric Machine Learning solutions tailored to telecommunication scenarios.

College Station, Tx, Us

• Successfully deployed and delivered over 10 Dockerized applications, showcasing proficiency in containerized development.• Developed 3 distinct RESTful APIs for microservices, utilizing Python Flask and Node.js Express frameworks to ensure efficient communication.• Contributed to the creation of more than 5 frontend applications, harnessing technologies such as React, Redux, Bootstrap, and GraphQL to enhance user experiences.• Demonstrated expertise across multiple Database Management Systems, such as MS SQL Server, MongoDB, and PostgreSQL.

Recife, Pernambuco, Br

TL/DR: • Department Coordinator for three years.• Courses: Operating Systems (Unix/Linux based), Management Information Systems, Programming Languages.• Member of the Machine Learn Research Group.(Short) Teaching Statement:As a Professor at IFPE, I had the opportunity to experience formal teaching and try many options to tailor the learning environment. After a while, I found my own style of teaching, always leaving the protagonism of class to the concepts being explained. This approach usually keeps students excited and focused on learning the subjects.I have a broad set of teaching interests that goes beyond my research focus (Machine Learning). I’m fascinated by most of the core computer science courses, such as Algorithms, Software Engineering, Computer Networks, Data Structures, and so on. I am also interested in teaching supplementary courses covering novel paradigms, programming languages, frameworks, and tools used in the industry. More than that, I believe the teacher has a key role in developing the student's character. As a teacher, I consider myself directly related to student growth in all fields, academically, as well socially, and emotionally. More than a technician, the teacher is helping to create a citizen, someone who will play a role in society. Reflecting on my own experiences as a student, I did my best in classes where I was incited into real-world problems for society. Therefore, I am always trying to bring those problems into the classroom, assuming that this can build not only technical skills but a critical mindset. Finally, I consider myself a being in constant development. I try to learn daily, either with my colleagues, with the students, or even by myself. What I wrote down here reflects my previous experience as a student, as a teacher, and as a person. My teaching philosophy is continually changing and adapting itself to the new necessities of the students and society.

Recife, Pernambuco, Br

• Successfully deployed the 3G infrastructure for the Claro IP/MPLS network, demonstrating adept management of synchronism across a substantial array of 1.5k+ devices.• Proficiently handled an array of protocols, including TCP/UDP, IP, TLS, HTTP, DNS, and OSPF/ISIS/BGP, within the domain of Alcatel routers.• Change Management (often performed in maintenance windows): promoted controlled environmental changes, mitigating risks and negative impacts to the customer infrastructure.• Coordinated the SMS production line as a coordinator in a tier 3 hardware factory, contributing significantly to the production process operations.

Project: A Framework for Clinical Diagnostics using Decision Support Systems.A framework can be defined as an abstract design and implementation for application development on a particular problem domain, facilitating the development of applications tailored to specific problem domains. In this context, we presented a pioneering endeavor within the realm of object-oriented frameworks, crafted to empower the advancement of Clinical Diagnostics Supporting Systems (CDSS).

Intelimed Project - Support System for Medical Diagnosis Techniques Based on Computational Intelligence.The Intelimed is an intelligent computing-based medical diagnosis support solution. It is being developed collaboratively by a diverse team of medical professionals, engineers, and computer science students. Preliminary simulations have yielded satisfactory outcomes, with potential for further enhancements and refinements. The main goal of this project is to take advantage of Artificial Intelligence techniques not only for supporting decision-making but also for distributing the knowledge commonly centralized in medical centers typically placed in big urban areas.

Accomplished responsibilities as a Computer Networks Administrator at Polytechnic School of Pernambuco, involving the design and implementation of WiFi infrastructure, traffic balancing management, structured cabling, and proficient configuration of routers and L2/L3 switches. Worked as a Linux SysAdmin, effectively managing tasks related to MySQL and Postgres database administration, PHP scripting, and CMS platforms such as WordPress and Joomla.

Doctor Of Philosophy - Phd, Electrical And Computer Engineering

Master'S Degree, Systems Engineering

Bachelor'S Degree, Computer Engineering