João Marcus Pêgo Email & Phone Number

Uberlândia, Mg, Br

United States

- Utilize machine learning and data science techniques to create predictive models, classification models, clustering models, and other statistical models that help solve business problems.- Collect, clean, and analyze large datasets using tools like SQL, MongoDB and Python. Extract relevant information and insights from the data to identify trends, patterns, and business opportunities.- Building interactive dashboards: Use PowerBI to create interactive dashboards and data… Show more - Utilize machine learning and data science techniques to create predictive models, classification models, clustering models, and other statistical models that help solve business problems.- Collect, clean, and analyze large datasets using tools like SQL, MongoDB and Python. Extract relevant information and insights from the data to identify trends, patterns, and business opportunities.- Building interactive dashboards: Use PowerBI to create interactive dashboards and data visualizations that allow users to explore and understand the insights obtained from the data.- Process automation: Utilize Power Automate to automate workflows and business processes, integrating different systems and applications to increase efficiency and reduce manual errors.- App development: Use PowerApps to create custom applications that meet specific user needs and provide easy access to relevant data and information.- Cloud infrastructure management: Utilize Microsoft Azure tools such as Azure Machine Learning, Azure Databricks, and Azure Synapse Analytics to set up and manage the infrastructure required for running machine learning and data science projects in the cloud.- Implementation of scalable solutions: Scale and deploy machine learning models in production, ensuring they are efficient and capable of handling large volumes of real-time data.- Collaboration and communication: Work as a team with data scientists, software engineers, and other professionals to identify requirements, share knowledge, and ensure successful implementation of data-driven solutions.- Maintenance and optimization: Continuously monitor implemented models and solutions, identifying opportunities for improvement and optimization to ensure accuracy and effectiveness of results.- Keeping up with technological advancements: Stay updated on the latest trends and advancements in machine learning, data science, and related technologies to apply best practices and approaches in future projects. Show less

Brazil

GAIA Tech has been operating in the industrial automation and data market since 2019, offering complete and optimized solutions for production management, control, and optimization of processes, whether industrial or logistical. Its main goal is to ensure greater productivity for clients through control, supervision, and integrated management of their processes. From consulting to training, through planning, execution, and management, GAIA Tech covers all stages of the Industrial Automation and… Show more GAIA Tech has been operating in the industrial automation and data market since 2019, offering complete and optimized solutions for production management, control, and optimization of processes, whether industrial or logistical. Its main goal is to ensure greater productivity for clients through control, supervision, and integrated management of their processes. From consulting to training, through planning, execution, and management, GAIA Tech covers all stages of the Industrial Automation and Logistics process from start to finish.Our main services include but are not limited to:- Industrial Automation and Control Systems;- Project elaboration, configuration and commissioning;- Development and implementation of infrastructure for data collection;- Data analysis, business intelligence and creation of solutions based on machine learning and A.I.;- Preparation of technical documentation, training and consulting. Show less

Uberlândia, Minas Gerais, Brasil

- Utilize machine learning and data science techniques to create predictive models, classification models, clustering models, and other statistical models that help solve business problems.- Collect, clean, and analyze large datasets using tools like SQL and Python. Extract relevant information and insights from the data to identify trends, patterns, and business opportunities.- Building interactive dashboards: Use PowerBI to create interactive dashboards and data visualizations that… Show more - Utilize machine learning and data science techniques to create predictive models, classification models, clustering models, and other statistical models that help solve business problems.- Collect, clean, and analyze large datasets using tools like SQL and Python. Extract relevant information and insights from the data to identify trends, patterns, and business opportunities.- Building interactive dashboards: Use PowerBI to create interactive dashboards and data visualizations that allow users to explore and understand the insights obtained from the data.- Process automation: Utilize Power Automate to automate workflows and business processes, integrating different systems and applications to increase efficiency and reduce manual errors.- App development: Use PowerApps to create custom applications that meet specific user needs and provide easy access to relevant data and information.- Cloud infrastructure management: Utilize Microsoft Azure tools such as Azure Machine Learning, Azure Databricks, and Azure Synapse Analytics to set up and manage the infrastructure required for running machine learning and data science projects in the cloud.- Implementation of scalable solutions: Scale and deploy machine learning models in production, ensuring they are efficient and capable of handling large volumes of real-time data.- Collaboration and communication: Work as a team with data scientists, software engineers, and other professionals to identify requirements, share knowledge, and ensure successful implementation of data-driven solutions.- Maintenance and optimization: Continuously monitor implemented models and solutions, identifying opportunities for improvement and optimization to ensure accuracy and effectiveness of results.- Keeping up with technological advancements: Stay updated on the latest trends and advancements in machine learning, data science, and related technologies to apply best practices and approaches in future projects. Show less

Uberlândia, Minas Gerais, Brasil

- SQL query development: Write efficient SQL queries to extract, manipulate, and analyze data stored in databases. - Data modeling: Design and implement data models that meet the organization's needs. This may include creating tables, relationships, views, and indexes to ensure data integrity and performance.- Data extraction and transformation (ETL): Perform ETL processes to extract data from different sources, transform it, and load it into a suitable format for analysis in PowerBI… Show more - SQL query development: Write efficient SQL queries to extract, manipulate, and analyze data stored in databases. - Data modeling: Design and implement data models that meet the organization's needs. This may include creating tables, relationships, views, and indexes to ensure data integrity and performance.- Data extraction and transformation (ETL): Perform ETL processes to extract data from different sources, transform it, and load it into a suitable format for analysis in PowerBI. This may involve data cleansing, format standardization, information aggregation, and creating parameterized queries.- Dashboard and report creation: Use PowerBI to create interactive dashboards and visually appealing reports that allow users to efficiently explore and understand the data. This includes selecting appropriate visualizations, creating custom measures and metrics, and organizing information in a logical and intuitive manner.- Data analysis and insight generation: Utilize PowerBI to perform analysis and uncover meaningful insights from the data. This involves creating charts, pivot tables, maps, slicers, and other visualization tools to identify patterns, trends, and business opportunities.- Data source integration: Connect and integrate different data sources into PowerBI, whether through direct connections to databases, file imports, or the use of gateways for accessing on-premises data. Ensure data quality and consistency during the integration process.- Data security and governance: Ensure the security and compliance of data used in PowerBI by implementing access policies, permission controls, and encryption. Ensure compliance with data protection regulations such as GDPR and LGPD.- User training and support: Provide training and support to PowerBI users, helping them create basic queries and reports, explore advanced visualizations, and troubleshoot technical issues related to the tool. Show less

Uberlândia E Região, Brasil

 Responsible for the Management of the Processes and Continuous Improvement area of the Hospital Unit, working in multiple administrative and assistance areas such as Accounting, Billing, Pharmacy and Surgical Center. Responsible for all structuring of the area and creation of improvement processes and a new management model. Work with managers of multiple areas of the hospital to build indicators and processes for monitoring and daily management of these indicators. Application… Show more  Responsible for the Management of the Processes and Continuous Improvement area of the Hospital Unit, working in multiple administrative and assistance areas such as Accounting, Billing, Pharmacy and Surgical Center. Responsible for all structuring of the area and creation of improvement processes and a new management model. Work with managers of multiple areas of the hospital to build indicators and processes for monitoring and daily management of these indicators. Application of the Lean Healthcare model for the entire Hospital Unit with the aim of structuring the unit, mapping processes, designing the value stream and identifying opportunities for improvement to make the hospital more efficient. Show less

Uberlândia, Minas Gerais, Brasil

 Responsible for structuring and managing the area – organization chart, roles and responsibilities, team management and development; Responsible for building the Strategic Marketing Plan with definition of strategic objectives, required team and milestones; Construction of the Brand Identity Manual based on the existing logo and the company's strategic objectives; Creation of means of communication with the client – Instagram, Facebook and internal murals – to publicize and… Show more  Responsible for structuring and managing the area – organization chart, roles and responsibilities, team management and development; Responsible for building the Strategic Marketing Plan with definition of strategic objectives, required team and milestones; Construction of the Brand Identity Manual based on the existing logo and the company's strategic objectives; Creation of means of communication with the client – Instagram, Facebook and internal murals – to publicize and attract the public; Construction of initial communication standards – document templates, e-mail marketing, banner and other communication pieces. Show less

Uberlândia E Região, Brasil

 Responsible for managing the Process, Quality, Continuous Improvement and Patient Safety areas at the Hospital Unit, developing leaders (Coordinators) responsible for each pillar; Structure and manage the area – organization chart, roles and responsibilities, team management and development; Manage the restructuring of Quality, Patient Safety, DRG, Internal Communication and the structuring of the Customer Service (SAC); Create and manage the Integrated Improvement Plan (PMI) –… Show more  Responsible for managing the Process, Quality, Continuous Improvement and Patient Safety areas at the Hospital Unit, developing leaders (Coordinators) responsible for each pillar; Structure and manage the area – organization chart, roles and responsibilities, team management and development; Manage the restructuring of Quality, Patient Safety, DRG, Internal Communication and the structuring of the Customer Service (SAC); Create and manage the Integrated Improvement Plan (PMI) – deployment of the Hospital Unit's Strategic Planning; Standardize, formalize and implement the phases of the Hospital Management Process – KPIs, Monitoring Method, Accountability, 5Ps; Ensure Mapping of Hospital Processes – Sectors, SIPOC, Process Flows, Client-Supplier Interfaces; Interact constantly with the board to align priorities, action plans and present results; Lead the Hospital Unit's management team in the search for Health Accreditation and Certification seals; Seek performance references in the market – Benchmarking – regarding Hospital Management and Quality Management; Show less

Uberlândia E Região, Brasil

 Responsible for managing 70 employees, including operators, technical mechanics and analysts. Coordination in the production of the main factory innovation products, with new and highly complex technologies. Management of all indicators such as Safety, Efficiency, Quality, Costs, Maintenance, Damage, Availability and HR. Conducting training, providing factory innovation modules, with the objective of enabling production in a short period. Responsible for the expansion of… Show more  Responsible for managing 70 employees, including operators, technical mechanics and analysts. Coordination in the production of the main factory innovation products, with new and highly complex technologies. Management of all indicators such as Safety, Efficiency, Quality, Costs, Maintenance, Damage, Availability and HR. Conducting training, providing factory innovation modules, with the objective of enabling production in a short period. Responsible for the expansion of refill products in the country with a focus on building a highly qualified team and developing new technological capabilities. Management of KPIs related to the efficiency production system.Main results: During the period as Manager, no accidents were identified in the area. 6% increase in the general efficiency of the sector, increasing the quality indicator to 4%. Reduction in consumer complaints during the period in which he was in charge. Launch of 1 NPI in the period. 200% increase in the production capacity of the main innovation module (tripled in the target period). Efficiency of the second module from 30 to 50% in a period of 2 months, as the target was 70% in 1 year). Team development and strategic planning for the next 2 years in this newly acquired technology. Show less

Uberlândia, Minas Gerais

 Direct manager of a team of 43 members including electronics, electronics technicians and technical and maintenance analysts. Responsible for the cigarette production area, which includes 26 production modules, a robust transport that connects all modules to the dispatch area and all secondary (support) equipment in the area. Conducting the laboratory and electronic maintenance workshop, with the function of repairing and recovering electronic equipment in real time, generating… Show more  Direct manager of a team of 43 members including electronics, electronics technicians and technical and maintenance analysts. Responsible for the cigarette production area, which includes 26 production modules, a robust transport that connects all modules to the dispatch area and all secondary (support) equipment in the area. Conducting the laboratory and electronic maintenance workshop, with the function of repairing and recovering electronic equipment in real time, generating financial savings for the company. Responsible for creating, controlling and reporting all indicators in the maintenance area with savings due to the recovery of parts, matrix and team knowledge, among others. Preventive maintenance planning for various equipment. Direct negotiation with all suppliers and factory OEMs, for industrial production equipment as well as support and commercial equipment in the electronics area.Main results: Creation of area indicators in adaptation to the IWS model Reduction in the main preventive maintenance indicator from 1.5% to 0.7%. Renewal of the factory's coding equipment, generating maintenance savings and increased availability. Introduction of improvement programs, such as the Team's Career Plan and the Skills Matrix. Development of self-management processes for the team to make it more autonomous and more effective. Creation of the management and control system for the laboratory, which allowed it to maximize its savings. Show less

Uberlândia E Região, Brasil

 Responsible for training, development and coaching a team of 45 people, including operators, mechanics, technicians and analysts. Responsible for continuous improvement and its applications on the shop floor, autonomous maintenance processes and self-management. Team training for daily guidance meetings, conducted, analyzed and with action plans designed and executed by the line team itself. Theoretical and practical training of problem solving tools (root cause analysis, 5W2H,… Show more  Responsible for training, development and coaching a team of 45 people, including operators, mechanics, technicians and analysts. Responsible for continuous improvement and its applications on the shop floor, autonomous maintenance processes and self-management. Team training for daily guidance meetings, conducted, analyzed and with action plans designed and executed by the line team itself. Theoretical and practical training of problem solving tools (root cause analysis, 5W2H, Initial Problem Solving, Work Point Analysis, among others).Main results: Worldwide recognition among the BAT operations (belonging to the Souza Cruz Group) as the first IWS Coaching team to receive the “Autonomous Maintenance Step 1” recognition. Increased module OEE (efficiency indicator) from 70 to 80%. Reduction in mean time between failures from 20 to 30 minutes, in addition to OEE and MTBF records globally for the technology in question Show less

Uberlândia E Região, Brasil

Working with the implementation of a new work method in the company called IWS (Integrated Work System) and autonomous maintenance in one of the main production cells of the factory. Responsible for some of the main initiatives and tools in the system, team leader of all the tools used in the Process Leader role, I also worked with different factories in South and Central America, helping with the implementation of IWS across the region.Other activities included:- Training and… Show more Working with the implementation of a new work method in the company called IWS (Integrated Work System) and autonomous maintenance in one of the main production cells of the factory. Responsible for some of the main initiatives and tools in the system, team leader of all the tools used in the Process Leader role, I also worked with different factories in South and Central America, helping with the implementation of IWS across the region.Other activities included:- Training and development of future process leaders;- Training and development of Lean Manufacturing tools;- Conducting Lean Workshops and Problem Solving workshops; Show less

Uberlândia E Região, Brasil

Production supervision role in the Filter Manufacturing Department, leading a team of over 90 operators and mechanics, developing strategic projects for the department, such as:- Review of the physical layout of the filter supply lines;- Benchmarking on best practices with another BAT factory;- Production, waste management and quality;- Development of standardized practices for the filter supply process.

Uberlândia E Região, Brasil

Production internship period within the factory floor focusing on:- Continuous improvement;- Six Sigma Projects;- 5S, Kaizen and best practices;- Lean Manufacturing Initiatives.

Bacharelado Em Engenharia, Mecatrônica, Robótica E Engenharia De Controle E Automação

Activities and Societies: Worked with research at the Robotics and Automation Laboratory, mainly with parallel robotic structures.

Master Of Business Administration - Mba, Artificial Intelligence