Eronides Da Silva Neto Email & Phone Number

State Of Pernambuco, Brazil

Recife, Pernambuco, Brasil

Development of software and AI solutions based on LLMs and ML models.

Recife, Pernambuco, Brasil

Technical Leader of the development, and implementation of a data-driven solution, specifically focusing on recommendation systems.Activities:Leading the team in data analysis and the creation of machine learning models.Developing a rule-based system using FAST API for efficient application deployment.Technical Skills:- Data Analysis and Machine Learning Toolkit: Pandas, Numpy, ScikitLearn.- Data Visualization Frameworks Used: Matplotlib and Seaborn.- Development of classification trees and rule-based systems.- API Development: FAST API for building and deploying applications.Management skills:- Conducting regular 1:1 meetings with team members to provide guidance, support, and performance feedback.- Creating and maintaining project roadmaps, ensuring alignment with overall business goals and timely delivery of milestones.- Planning and prioritizing tasks, coordinating with cross-functional teams to ensure seamless project execution.

Recife, Pernambuco, Brasil

Activities related to data analysis, machine learning model creation, and software development based on Python and SQL languages.- Data Analysis and Data Visualization frameworks used: Pandas, Matplotlib, Seaborn, Plotly, and Streamlit.- Data Understanding delivery through storytelling reports.- Evaluation of Machine Learning models applied to a process mining problem.

Activities related to embedded software development based on Tianocore EDK II UEFI firmware development environment.- UEFI application development- UEFI drivers Embedded software development based (bare metal) on STM CubeMX using both Low-Level library and HAL library for STM32 Nucleo 452RE development kit.

Activities related to software development based on Python programming language, Jupyter notebooks, and Google Colab.- Embedded software development using Python for single-board computers such as Raspberry Pi Zero 3 and 4. - Evaluation of embedded computer vision techniques. - Exploratory data analysis using CRISP-DM methodology based on Numpy, Pandas Profiling, Matplotlib, and Seaborn. - Dashboard development based on Dash and Plotly.- Back-end development based on Python Django framework. PostgreSQL database, - Software development and maintenance related to a Testing Jig software to produce more than 900 printed circuit boards for a disruptive IoT project in Brazil related to a medical device.- Technical mentoring related to the SEBRAE Open Innovation program. The mentored startups based their technologies on recommendation systems and Blockchain applications (tokenization and DeFi).

Recife

Activities related to the development of proof of concept and prototype of innovative solutions (PoC and MVPs). The outline of my actuation was: Hardware development projects- Managing projects through the entire test development lifecycle.- Prototype/product electronic design reviews.- Test plan development for PCBAs and systems with embedded controllers.- PCBs design (Altium Designer, Eagle)- Design test and measurement systems- Instrument drivers development using Python- Definition of requirements for test HW and work with vendors to develop custom electrical interfaces and mechanical fixtures.Embedded software development projects- Bare metal Firmware development for ARM and AVR architectures based on (C and C++)- Yocto recipes for single-board computers (Raspberry Pi 3)- Evaluation/benchmarking of embedded computer vision techniques Data Analysis projects - Use of the IBM Watson platform for device management, monitoring, and data storage.- Tools for data analysis based on Jupyter notebooks/Colab and evaluation of machine learning models applied to collected data.

Recife, Pernambuco, Brasil

Professor in courses related to Data Analysis, Statistics and Data Visualization.Frameworks/libs used: Pandas, Numpy, Scikit Learn, Seaborn, Plotly, Dash, Quarto and Streamlit.

Remote

Activities related to hardware design engineer as a contractor. Design requirements definition, electrical design, schematics drawing, PCB layout and components search.

Recife E Região, Brasil

My activities at SENAI ISI-TICs were related to studies on the application of the Internet of Things in Brazilian Industry. Together with the team of researchers from ISI-TICs, we launched a series of White Papers about IoT and Artificial Intelligence in Brazil, focusing industrial applications.In addition to the white papers, I produced technical content to ISI-TICs website and developed an online course about getting started in IoT with open-source tools. As a part of the course, we did a practical workshop with SENAI-PE teachers.Technical production: 1) The Internet of Things in Industry: the creation of new business models based on the transformation of the interaction between product, consumer and industry. (origintal title as A Internet das Coisas na Indústria: a criação de novos modelos de negócio a partir da transformação da interação entre produto, consumidor e indústria).2) The Internet of Things in Small and Medium-Sized Brazilian Companies (Internet das Coisas nas pequenas e Médias Empresas Brasileiras).Keywords: Internet of Things (IoT) and digital technologies for the industry.

Recife, Pe

My activities can be summarized as development of R&D projects related to the automotive area. Development of new vehicular functionality based on embedded development tools based on proof of concepts (PoCs).This research laboratory was sponsored by Fiat Chrysler Automobiles (FCA) and all activities related to my master program at UFPE.Main activities:- Firmware development for automotive embedded systems (based in C and Python); - Research and development of vehicle innovations;

Recife, Pernambuco, Brasil

Development of an embedded system to measure environmental conditions and leakage current to electromechanical structure for power transmission lines.R&D intern scholarship sponsored by FACEPE.Main activities developed:- Firmware development based on Arduino platform. System architecture modeling; and configuration of the development environment- Responsible for hardware specifications, such as power consumption analysis, RF communication latency (based on nRF24L01+); - Bare Metal Programming in Atmega328P based on AVR Studio 6.

Philadelphia

Research, evaluation and tests of Networks-on-chip (NoCs) and wireless NoCs using Verilog and SystemVerilog. My main activities at Drexel VLSI lab were:- Analysis and simulation of NoC design in Verilog HDL language;- Power analysis of NoC RTL implementation in Verilog using Cadence tools; - Analysis of RTL wireless NoCs.

The Institutional Scientific Initiation Scholarship Program (PIBIC) is an UFPE program aimed at educating new researchers by including young talents in research projects. Research related to cryptography techniques to protect digital multimedia such as grayscale image files and sound. MATLAB/Simulink used as software tool. This research was supervised by Professor Juliano Bandeira (DES/UFPE).

TA in the following courses: General Physics I and II, Complex Variables and Electrical Circuits II

Doctor Of Philosophy - Phd, Electrical, Electronics And Communications Engineering

Doutorado em Engenharia Elétrica no tema "Aplicação de técnicas baseadas em hipergrafos para o processamento de dados e sinais.

Master Of Science - Ms, Computer Science, Outlier Detection, Embedded Systems

Activities and Societies: During my master's program, I've participated in a research and innovation (R&D) program supported by Fiat.

Pós-Graduação Lato Sensu - Especialização, Data Analysis And Engineering

Bachelor Of Science (Bs), Engenharia Elétrica E Eletrônica, 8.44

Activities and Societies: Scientific Initiation Fellow from CNPq in a project related to mathematical tools applied in techniques.

Continuing Studies, Computer And Electrical Engineering, Gpa 3.79

Activities and Societies: IEEE 2014 Philadelphia Section Workshop: Presenting the Raspberry PiExchange at Temple University during.