
Kleyson Rios
Network Administrator

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About me
Data Innovator | AI/ML Enthusiast | Experienced Data Engineer | Driving Impactful Solutions in Data Science and Engineering
Education

Catholic University of Goiás
1999 - 2004Bachelor Computer Science
SAP Academy
2008 - 200983% Sales and Distribution
FGV - Fundação Getulio Vargas
2005 - 2006Postgraduate MBA - Gestão Empresarial (Business)
Universidade Federal de Goiás
2019 - 2020Special Student in Master's degree Artificial Intelligence
Experience

Centro Federal de Educação Tecnológica de Goiás
Oct 1999 - Apr 2003Network Administrator
AGANP / SEFAZGO
Oct 2000 - Jul 2009Unix Senior System AdministratorAs a seasoned Unix Senior System Administrator, I bring expertise in managing mission-critical 24x7 environments. With a strong background in Unix system administration, I've excelled in installation, configuration, maintenance, and troubleshooting across various Unix flavors. My track record includes optimizing system performance, implementing robust security measures, and designing backup and recovery strategies.In high-pressure scenarios, I collaborated with cross-functional teams to identify and resolve complex system issues promptly. I also employed scripting languages and automation tools to streamline tasks, emphasizing proactive measures to prevent disruptions. Additionally, I maintained system documentation, provided training to junior team members, and demonstrated a commitment to knowledge sharing.My dedication to staying current with Unix technologies, combined with hands-on experience in mission-critical settings, positions me as a reliable Unix Senior System Administrator ready to contribute to your organization's success. Show less

Leitbom S/A
Jul 2009 - Oct 2010Consultant SAP/SDAs a SAP/SD Consultant with a passion for continuous learning, I bring emerging expertise in implementing and optimizing SAP Sales and Distribution (SD) solutions. In my early career, I focused on gaining practical experience and refining my skills in SAP/SD implementation. My commitment to staying abreast of the latest SAP technologies and best practices has been a driving force in my professional journey.Key Highlights:1. SAP/SD Implementation Exposure: • Actively engaged in the implementation of SAP/SD modules, contributing to various phases of projects, including configuration, testing, and documentation.2. Business Process Understanding: • Developed a foundational understanding of business processes and requirements, working collaboratively with cross-functional teams to align SAP solutions with organizational needs.3. Training and Support: • Assisted in providing training sessions to end-users and stakeholders, offering support in addressing queries, and contributing to the resolution of issues.4. Integration Basics: • Familiarity with integration aspects, collaborating with teams to ensure basic integration between SAP/SD and other SAP modules.5. Customization Exposure: • Gained exposure to basic customization and configuration tasks within SAP/SD, focusing on adapting the system to specific business requirements.While I am early in my SAP/SD journey, my enthusiasm, dedication, and commitment to growth make me a motivated professional ready to contribute effectively to your team's success. Show less

Secretaria da Saúde do Estado de Goiás
Sept 2010 - Feb 2016Business Intelligence CoordinatorAs the Business Intelligence Coordinator at the SES-GO, I played a pivotal role in pioneering and developing the Conecta SUS initiative. Conceived with the aim of revolutionizing public health analysis, Conecta SUS was officially inaugurated on December 3, 2014, at the headquarters of the SES-GO.Conecta SUS stands as a groundbreaking and unparalleled project in Brazil, setting a new standard in 2014. Designed to empower decision-makers with evidence-based insights, the platform facilitates strategic decision-making by providing timely and innovative analytical solutions, monitoring and analyzing a spectrum of indicators. It brings together technical experts and managers through the Conecta SUS.In conjunction with this visionary initiative, I played a key role as coordinator, leading the technical implementation of BI solutions. My responsibilities included learning, planning, and implementing BI solutions from scratch. I successfully built and trained a proficient team in Pentaho and Data Warehousing, fostering a culture of excellence and expertise.Notably, this visionary project has had a lasting impact over the past ten years, transforming the landscape of health monitoring and strategic decision-making in the state of Goiás. Through Conecta SUS, we actively monitored epidemiological and healthcare indicators. The insights derived from Conecta SUS played a pivotal role in formulating strategic action plans, aiming to enhance the quality of life for individuals and improve the tracked indicators.In pursuit of cutting-edge solutions, I drove Proof of Concepts (PoC’s) using Hadoop/Hive to test the feasibility of these technologies. Additionally, I implemented HP Vertica as the chosen columnar database solution, enhancing the data storage and retrieval.The enduring legacy of Conecta SUS is evidenced by its continued relevance and its significant contribution to reshaping the approach to health monitoring and decision-making processes in the state of Goiás. Show less

Pentaho, A Hitachi Group Company
Oct 2015 - Aug 2017As a member of the Professional Services team in Portugal handling international projects, my responsibilities included designing data analytics solutions using the Pentaho suite, integrating them seamlessly with various technologies to meet customer requirements. Additionally, my role encompassed conducting training sessions, leading projects, mentoring team members, providing support for frontend and backend implementations, and designing and implementing integrated projects involving security, Single Sign-on, troubleshooting, and performance optimization.Key Achievements:• US Medical Billing Company (2017):Spearheaded efforts to enhance dashboard performance, reducing load times from approximately 1.5 minutes to around 15 seconds. The improvement involved a comprehensive review of data modeling, proposing changes to ETL processes, dashboard redesign, discussions on database optimizations with DBAs, and rewriting queries to optimize overall performance. Show less As a senior consultant involved in international projects, my role included developing tailored analytics solutions. On the frontend, I implemented customized dashboards using CTools, Javascript, and CSS to achieve the desired functionality and appearance outlined by the UX team. On the backend, I wrote queries (SQL and/or MDX), collaborated with customers on data models, ETL processes, and database tuning to establish optimal business data models and performance for dashboards. Additionally, I participated in the creation and maintenance of CDE components under the supervision of the engineering team.Key Achievements:• US Company - NetworkFleet Project (2015-2016):Contributed to a project for a US company specializing in in-vehicle GPS monitoring units, telematics networks, and fleet management systems. Delivered a suite of management dashboards to monitor and control large fleets, covering aspects such as Fleet Idle Time, Fleet Utilization, Driver Behavior, Fuel Consumption, and CO2 Emissions. The optimized backend supported a peak of 6,210 dashboard users during the last week of 2016. Over the preceding six months, 10,420 distinct users utilized the dashboard out of 62,484 active portal users since June 1, 2016. Between the 1st week of November to Dec 25, there was an average of 1,965 weekly Dashboard users. Show less
Solutions Architect
Mar 2017 - Aug 2017Business Intelligence Consultant
Oct 2015 - Mar 2017

Hitachi Vantara
Sept 2017 - Apr 2018Solutions ArchitectAs a member of the Professional Services team in Portugal, I played a pivotal role in delivering international projects. My responsibilities included designing data analytics solutions using the Pentaho suite, seamlessly integrating them with various technologies to meet customer needs. In addition to my role, I conducted training, led projects, provided mentorship to team members, and supported both frontend and backend implementations. I also contributed to the design and implementation of integrated projects involving security, Single Sign-on, troubleshooting, and performance optimization.Key Achievements:• UK based Bank – Data Quality Project (2017-2018):Designed and implemented a novel solution for data quality, involving validation against defined rules and cross-validation among different files. The primary objective was to create a scalable solution with acceptable performance for generating breach files and aggregated reports. Leveraged Pentaho Metadata Injection as the main technology, convincing the Bank’s management team of Pentaho's suitability and leading to the signing of new Statements of Work (SOWs). Show less

Secretaria de Estado de Gestão e Planejamento do Estado de Goiás - SCTI
May 2018 - Jan 2019(Gestor de TI) Head Of Business IntelligenceAs the Head of Business Intelligence at Secretaria de Estado de Gestão e Planejamento do Estado de Goiás, I provided strategic leadership to the BI team, fostering excellence in Business Intelligence (BI) and Data Warehouse (DW). Key achievements include:1. Strategic BI Leadership: • Directed the BI team, providing strategic leadership in planning and executing successful BI projects.2. Team Training in BI and DW: • Conducted comprehensive training sessions for the team, enhancing their skills in Business Intelligence and Data Warehouse practices.These experiences showcase my commitment to driving strategic initiatives in BI, coupled with a focus on team development and skill enhancement in BI and DW domains. Show less

AgroNeural
Dec 2018 - Sept 2023Co-FounderAs a Co-founder of AgroNeural, I played a pivotal role in conceiving, planning, and developing integrated software projects and IT architectures, with a distinct focus on leveraging cloud solutions. Highlighting key achievements:• Mobile App and Web Application: Led the planning and design of scalable software and IT architectures using microservices. Our mobile app was developed in Flutter, and the web application was implemented using React, combined with .Net/Python backends, all seamlessly integrated within a cloud environment.• Artificial Intelligence and Computer Vision: Engaged hands-on in the application of Computer Vision (OpenCV) and Deep Learning models (Keras/TF) for weed recognition from mobile device images and supported team members in pest and plant disease detection. Also, contributed to image annotations and the development of Python libraries for training and evaluating DL results, all hosted in cloud infrastructure.• Backend Development: Responsible for developing our main backend application using cloud-native technologies such as Python, GraphQL (Ariadne), FastApi, Docker, MongoDB, Firebase, and Google Cloud Storage.• DevOps and MlOps: Built and maintained an automated pipeline for deploying applications and deep learning models using Gitlab CI/CD, ensuring seamless integration with cloud-based services provided by Google Cloud Platform.• Business Intelligence: Developed ETL processes using Pentaho Data Integration (PDI) and PowerBI Dashboards, with data residing and processing in the cloud.These accomplishments underscore my commitment to innovation and the practical application of advanced technologies in the agricultural sector, with a key emphasis on cloud solutions, contributing to the ongoing success of AgroNeural. Show less

Secretaria de Segurança Pública
Feb 2019 - Jul 2020Gestor de Tecnologia da InformaçãoAs a Technological Innovator at the Secretaria de Segurança Pública, I spearheaded transformative initiatives in technology, contributing to the successful implementation of key projects. Notable contributions include:1. Business Intelligence and Big Data Support: • Provided support to the in-house BI team on projects related to Business Intelligence and Big Data, ensuring data-driven decision-making processes.2. Deep Learning and Computer Vision Projects: • Engaged hands-on in projects involving Deep Learning and Computer Vision, addressing complex challenges in the realm of security and law enforcement.3. Technology Management Leadership: • Led the IT team in delivering impactful business intelligence projects, showcasing strong leadership skills and a commitment to achieving organizational goals.These experiences reflect my proficiency in managing technology initiatives, fostering innovation, and ensuring the effective utilization of IT resources within the domain of public security. Show less

Detran-GO
Aug 2020 - Apr 2023Gestor de Tecnologia da InformaçãoAs a Technological Innovator at Detran-GO, I played a pivotal role in innovation and artificial intelligence projects, yielding significant outcomes:1. Fraud Detection System: • Developed an intelligent system using Pentaho, Neo4J, and AI algorithms for fraud detection in the issuance process of first-time driver's licenses. • Constructed a Neo4J graph-based database, analyzing thousands of processes, identifying irregularities, and resolving inconsistencies.2. Facial Recognition Security Layer: • Enhanced security in facial recognition for medical professionals during driver's license renewal, using Tensorflow and Mediapipe to ensuring proof of life by preventing the use of static photos. • Reconstructed Python backend, optimizing performance and eliminating delays, reducing facial validation time from seconds to milliseconds.3. Vehicle Transfer Document Validation: • Improved efficiency in an AI-based document recognition system for validating vehicle transfer documents. • Enhanced algorithm performance, reducing the need for manual validation after image capture, annotation, training, and validation processes.Innovation initiatives included:1. Redesign of Development Team Processes: • Led the redesign of software development team management, control, and audit processes.2. National Database Simulator: • Addressed challenges in accessing real-time data from the national government database by designing and implementing a user-friendly simulator. • Streamlined testing and error reproduction, creating an agile simulator for developers.These accomplishments underscore my commitment to driving technological advancements and process improvements within Detran-GO, contributing to a more efficient and secure IT landscape. Show less

OVG - Organização das Voluntárias de Goiás
May 2023 - Jan 2024Data Innovation and Intelligence ManagerAs the Data Innovation and Intelligence Manager at OVG, I led strategic initiatives at the intersection of innovation and data intelligence. In this pivotal role, my primary focus is on driving transformative changes, enhancing operational efficiency, and delivering data-driven insights that positively impact both internal processes and end-user experiences.Utilizing cutting-edge technologies such as Pentaho, Power BI, and SQL Server Analysis Services, I spearhead innovative projects to identify opportunities for process optimization, cost reduction, and overall improvement in the organization's data landscape.One of my key responsibilities is the establishment of a modern and secure corporate environment, specifically tailored for a comprehensive Data Warehouse. This initiative aims to empower various departments with the ability to engage in seamless self-BI using Power BI dashboards, eliminating obstacles related to ETL processes, business rules, data duplication, security, and data quality.Additionally, I play a pivotal role in assembling and training a high-performance team proficient in data-driven concepts and technologies. This team is essential for achieving our goals and staying at the forefront of industry best practices.Working under pressure is a core strength, and I ensure that the team excels in dynamic environments, delivering effective solutions even in challenging situations. I am dedicated to fostering a culture of innovation within the organization, encouraging the team to explore new methodologies and ensuring we stay ahead in the rapidly evolving data landscape.In summary, my role as Data Innovation and Intelligence Manager involves leveraging technologies such as Pentaho, Power BI, and SQL Server Analysis Services to foster innovation, enhance data intelligence, establish a robust foundation for data-driven decision-making, and build and train a high-performance team at OVG. Show less

Secretária-Geral de Governo do Estado de Goiás
Feb 2024 - nowGestor de Tecnologia da Informação
Licenses & Certifications
- View certificate

PyImageSearch Gurus Graduate
PyImageSearchNov 2018 - View certificate
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AWS Certified Cloud Practitioner
Amazon Web Services (AWS)Jan 2024 
Cloudera Streams Messaging Manager
ClouderaAug 2024
SAP Certified Professional (Sales and Distribution)
Ka Solution
Administrator Training: CDP Private Cloud Base
ClouderaAug 2024
Languages
- enEnglish
- poPortuguese
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