FLAVIO ANTONIO OLIVEIRA DA SILVA

FLAVIO ANTONIO OLIVEIRA DA SILVA

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Technical AI Specialist | LLMs, NLP, Computer Vision & Applied Research
Governador Celso Ramos, State of Santa Catarina, Brazil
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Jobs verified_user 0% verified
  • Maptriz Smart City
    Product Owner – AI/ML/DL, Java and Geotechnologies | Smart City
    Maptriz Smart City
    Feb 2026 - Jul 2026 (6 months)
    Experience as a Product Owner in artificial intelligence, machine learning, and geotechnology solutions applied to Smart Cities and public sector initiatives, contributing to the conception, evolution, and delivery of data-driven digital products focused on territorial intelligence.

    Responsible for defining product vision, gathering and detailing requirements, prioritizing the backlog, and aligning business, technology, and user needs to ensure the delivery of high-value solutions for public agencies and municipal managers.

    Working closely with multidisciplinary teams (software development, data, GIS, AI/ML, UX, and stakeholders), supporting technical and functional decisions, organizing the product roadmap, and overse
  • Maptriz Smart City
    Project Manager | Product Owner for AI, Data & Geospatial Solutions
    Maptriz Smart City
    Feb 2026 - Jul 2026 (6 months)
    • Led digital projects and products for Smart Cities, public administration, territorial intelligence, and AI applications.
    • Defined product vision, roadmap, backlog, requirements, acceptance criteria, and priorities with stakeholders and technical teams.
    • Integrated business, software development, data, GIS, AI/ML, UX, APIs, databases, and dashboards into municipal solutions.
  • F
    AI Project Leader
    FS Geotecnologias
    Jan 2026 - Jun 2026 (6 months)
    AI Project Leader
    Professional with solid experience in planning, developing, and delivering Artificial Intelligence and Machine Learning solutions for both public and private sectors. Manages end-to-end AI projects, from conception to deployment, aligning business strategy and technological innovation.

    ✅ Technical leadership of multidisciplinary teams in Data Science, Big Data, and Computer Vision projects.
    ✅ Integration of AI into corporate systems, applying MLOps (MLflow, Kubeflow, Airflow), REST APIs, and containerization with Docker.
    ✅ Experience with advanced models (CNNs, GANs, Diffusion Models) applied to geotechnologies, remote sensing, and Edge AI.
    ✅ Strong stakeholder management and communication sk
  • W
    Conversational AI Project Lead | Consultant
    WEC - World Engineering Corp
    Aug 2025 - Dec 2025 (5 months)
    • Technically coordinated a conversational AI solution for 3D avatars, supporting real-time interaction and omnichannel integration.
    • Integrated and compared LLMs including OpenAI, Claude, and Mistral, along with voice pipelines using ElevenLabs, Google TTS, and Amazon Polly.
    • Supported the architecture of conversational memory, intent detection, fallback logic, REST APIs, WebSockets, and workflow orchestration.
    • Defined validation criteria for interaction quality, reliability, latency, and user experience.
  • WEC World Engineering Corp
    AI Project Leader
    WEC World Engineering Corp
    Aug 2025 - Dec 2025 (5 months)
    Focused on building backend solutions for conversational AI applied to 3D avatars and immersive experiences, integrating large language models, realistic voice pipelines, and omnichannel communication.

    🎯Key responsibilities:

    🔹Design and implement real-time AI pipelines for avatar-guided tours.
    🔹Integrate LLM APIs (OpenAI, Claude, Mistral) for contextual, multi-turn conversations.
    🔹Develop realistic voice pipelines (ElevenLabs, Google TTS, Amazon Polly).
    🔹Lead the creation of omnichannel systems (SMS, WebChat, voice & video).
    🔹Build middleware using WebSockets and REST to sync user ↔ AI ↔ 3D avatar.
    🔹Design modular APIs for real-time interaction across devices.
    🔹Collaborate with the
  • Hubgeo Estudos e Projecto Lda
    AI/ML/DL Leader (Consultant) Geotechnologies
    Hubgeo Estudos e Projecto Lda
    Jul 2025 - Jun 2026 (1 year)
    • Strategy and Leadership — Development of digital innovation roadmaps, prioritization of use cases, definition of KPIs, governance frameworks, and support for strategic decision-making based on data- and AI-driven technical analyses.
    • No-code/Low-code, GenAI, and Automation — Integration of no-code/low-code platforms into the development lifecycle; use of GenAI to accelerate pipeline design, assisted coding, exploratory data analysis, application development, process automation, and delivery of on-demand AI solutions using tools such as ChatGPT, Claude, DeepSeek, and NotebookLM.
    • Data, Statistics, and Geospatial — Data integration and management (ETL/ELT with GDAL/OGR), reprocessing, QA/QC, statistical and geospatial analyses (
  • Geomais Geotecnologia LTDA
    AI Engineer (Artificial Intelligence Engineer)
    Geomais Geotecnologia LTDA
    Jun 2025 - Aug 2025 (3 months)
    Performance in developing AI/ML solutions, especially in production environments.. Skilled in developing intelligent tools for geotechnologies and engineering sectors, supporting public and private domains such as urban planning, environment, energy, sanitation, water, cadastral mapping, and infrastructure.

    🔹 Proficient in Python and frameworks like TensorFlow, PyTorch, and Scikit-learn
    🔹 Experience with REST API integration and Docker containerization
    🔹 Hands-on with MLOps tools: MLflow, Kubeflow, Airflow, DVC, and Git
    🔹 Familiar with SQL and NoSQL databases for managing structured and unstructured data
    🔹 Application of GANs, Diffusion Models, and SSL techniques in image, video, and geospatial data analy
  • Olé Fibra
    java developer
    Olé Fibra
    Apr 2025 - Jun 2025 (3 months)
    Work on developing a specific module using Java, focusing on Object Oriented Programming (OOP) and data persistence with JPA.

    Responsible for:

    - Development and maintenance of functionalities within the ERP module, ensuring efficient implementation of business rules and data integrity.
    - Object-Oriented Programming (OOP) to structure the code in a modular, scalable and easy-to-maintain way.
    - Data persistence with JPA (Java Persistence API) to ensure effective integration with the database, using entities and relationships between tables.
    - Development of user interfaces using the MVC (Model-View-Controller) pattern, creating an intuitive experience for the end user.
    - Implementation of backend func
  • F
    Líder de Projetos de IA e Geotecnologias
    FS Geotecnologias
    Feb 2025 - Dec 2025 (11 months)
    Atuação na liderança de projetos de Inteligência Artificial, com foco na concepção, planejamento, desenvolvimento e implantação de soluções baseadas em IA, dados e automação. Responsável por coordenar iniciativas envolvendo modelos de Machine Learning, soluções com IA generativa, RAG, análise de dados, geotecnologias e integração de sistemas, garantindo alinhamento entre estratégia de negócio, requisitos técnicos e entrega de valor.

    Coordenação de equipes multidisciplinares, incluindo profissionais de dados, desenvolvimento, geoprocessamento, produto e áreas de negócio. Gestão de cronogramas, escopo, riscos, prioridades, documentação técnica e acompanhamento de entregas, assegurando qualidade, governança e aderência aos objetivos
  • G
    Artificial Intelligence Engineer | Temporary Project
    Geomais Geotecnologia
    Jan 2025 - Dec 2025 (1 year)
    • Developed AI/ML/DL solutions applied to geospatial technologies, imagery, and geospatial data.
    • Worked with classification, segmentation, predictive analysis, technical workflow automation, Python, TensorFlow, REST APIs, and Docker.
    • Applied MLOps practices and integrated models into pipelines and services designed for production environments.
  • Futuro D
    Business Development Coordinator
    Futuro D
    Dec 2024 - May 2025 (6 months)
    I serve as a Commercial Leader, responsible for strategic sales management, market development, and process optimization, ensuring sustainable growth and the company's competitive edge.

    📌 Key Responsibilities and Activities:
    🔹 Sales Planning and Management – Defining commercial strategies, tracking goals, and optimizing the sales funnel to maximize results.
    🔹 Customer Relationship Management and Retention – Developing and maintaining strategic relationships, ensuring a positive experience and high customer satisfaction.
    🔹 Market Analysis and Competitive Intelligence – Monitoring trends, competition, and opportunities to adjust strategies and drive business growth.
    🔹 Internal Process Coordination – Managin
  • Hubgeo Estudos e Projecto Lda
    Technical Lead - AI, ML, Deep Learning & Geospatial Technologies | Consultant
    Hubgeo Estudos e Projecto Lda
    Oct 2023 - Jun 2026 (2 years 9 months)
    • Defined digital innovation roadmaps, prioritized use cases, KPIs, governance, and decision support based on data and AI.
    • Led GIS/WebGIS activities for the 1:200,000 Red Sand Map project, integrating institutional, field, and laboratory data to generate zoning and probability ranges.
    • Structured geospatial ETL/ELT pipelines, QA/QC, metadata, geodatabases, OGC services, and reproducible technical products.
    • Applied GenAI, automation, Python, R, Java, PostGIS, and GeoServer, and prepared executive reports and technical proposals.
  • Hubgeo Estudos e Projecto Lda
    Especialista em Geotecnologias | Consultor
    Hubgeo Estudos e Projecto Lda
    Oct 2023 - Jun 2025 (1 year 9 months)
    Atuação como consultor especialista em geotecnologias, cartografia, topografia e drones, com foco na aplicação dessas soluções em projetos de engenharia rodoviária, infraestrutura e gestão territorial em Angola.

    Responsável por apoiar atividades de mapeamento, levantamento topográfico, processamento de dados geoespaciais, análise cartográfica e monitoramento de infraestrutura, contribuindo para maior precisão técnica, eficiência operacional e qualidade das informações utilizadas no planejamento, execução e acompanhamento de obras viárias.
    • Consultoria especializada em cartografia, topografia, geoprocessamento e aerolevantamento com drones.
    • Apoio ao mapeamento e levantamento topográfico de alta precisão para projetos
  • F
    Founder | Head of Artificial Intelligence & Geospatial Solutions
    FS Geotecnologias
    Sep 2023 - Jun 2026 (2 years 10 months)
    • Led end-to-end initiatives in AI, Machine Learning, Deep Learning, data analysis, automation, and geospatial technologies.
    • Structured scope, architecture, pipelines, validation criteria, technical follow-up, and communication of results.
    • Coordinated specialists and partners across data, software development, geoprocessing, product, business, and operations.
    • Developed solutions for imagery, land records, urban planning, environment, infrastructure, and territorial monitoring.
  • F
    Senior Product Development Manager
    FS Geotecnologias
    Sep 2023 - Jan 2025 (1 year 5 months)
    Working in Brazil and abroad, providing strategic and specialized consultancy for companies from different sectors in data engineering projects, digital innovation, geotechnologies, artificial intelligence (AI), machine learning, deep learning and data science. Our expertise is in creating innovative technological solutions, using advanced analytical approaches to drive the digital transformation and competitiveness of organizations.

    📌 Our Services and Key Differentiators:
    🔹 Development and Implementation of Analytical Models – Application of machine learning, deep learning, and artificial intelligence for predictive analytics, process optimization, and data-driven decision-making.
    🔹 Geotechnologies and Data Engineer
  • BDM Engenharia e Tecnologia
    Head of Digital Innovation
    BDM Engenharia e Tecnologia
    Dec 2022 - Aug 2023 (9 months)
    leading strategic projects and digital innovation, operating at the intersection of data engineering, data science, artificial intelligence (AI), and Big Data. Specialist in geospatial data, analytics, machine learning, and mathematical and statistical models, driving the development of advanced technological solutions and innovative products across various sectors.

    📌 Core Competencies and Areas of Expertise:
    🔹 Leadership in Digital Innovation – Management and execution of projects that drive digital transformation, modernizing processes and increasing organizational competitiveness.
    🔹 Management of Complex Projects – Planning and coordination of high-impact initiatives, ensuring strategic and scalable deliverables.<
  • Y
    General Manager of Commercial and Operations
    Yan Comércio e Representação Comercial
    Oct 2022 - Mar 2024 (1 year 6 months)
    Focused on the development and management of strategic partnerships, representing products and solutions with a consultative and results-oriented approach. Specialist in negotiation, commercial strategy, and marketing, with strong analytical skills to track performance and ensure sustainable growth and opportunity maximization.

    📌 Key Responsibilities and Competencies:
    🔹 Development and Management of Strategic Partnerships – Identification, structuring, and strengthening of commercial alliances to expand the company’s reach and competitiveness.
    🔹 Product and Solution Representation – Presentation and promotion of the portfolio, ensuring alignment with market needs and differentiation within the industry.
    🔹 Negot
  • B
    Head of Digital Innovation | Digital Innovation Project Manager
    BDM Engenharia e Tecnologia Lda
    Oct 2021 - Aug 2023 (1 year 11 months)
    • Led digital transformation, data engineering, data science, AI, Big Data, analytics, and automation projects.
    • Managed a multidisciplinary team, scope, schedule, budget, risks, resources, KPIs, and deliverables.
    • Prospected contracts, established strategic partnerships, developed solutions, and reported directly to the CEO and COO.
  • BDM Engenharia e Tecnologia
    Digital Innovation Project Manager
    BDM Engenharia e Tecnologia
    Oct 2021 - Nov 2022 (1 year 2 months)
    Leading multidisciplinary projects for both public and private sectors, with a focus on digital transformation, technological innovation, and process optimization. Extensive experience in team management, strategic planning, budget control, and operational efficiency, ensuring high-impact deliveries and value generation for organizations.

    📌 Core Competencies and Areas of Expertise:
    🔹 Strategic Project Management – Coordination of complex initiatives from planning to execution, ensuring alignment with organizational goals.
    🔹 Leadership and Team Management – Development and guidance of multidisciplinary teams, fostering collaboration, innovation, and high performance.
    🔹 Budget Management and Cost Optimization – M
  • Future Engenharia Além da Técnica
    Digital Innovation Project Manager at Grupo Future
    Future Engenharia Além da Técnica
    Jun 2021 - Sep 2021 (4 months)
    Professional with extensive experience in leading multidisciplinary projects in both public and private sectors, with a focus on digital innovation, technological transformation, and process optimization. Specialized in team management, budget control, and data engineering, ensuring the effective implementation of advanced solutions for data analysis, processing, and decision-making.

    📌 Key Activities and Responsibilities:
    🔹 Digital Innovation Project Management – Planning, coordination, and execution of strategic projects, ensuring high-impact deliveries.
    🔹 Team and Resource Management – Leadership of multidisciplinary teams, fostering collaboration, efficiency, and continuous development.
    🔹 Budget Control and
  • F
    Commercial and Operations Manager
    FS Soccer
    Nov 2020 - Dec 2023 (3 years 2 months)
    Experience in the commercial and strategic sector, focusing on business expansion, strategic partnership development, and the identification of new market opportunities.

    📌 Key Responsibilities and Competencies:
    🔹 Business Development and Management – Prospecting, structuring, and monitoring opportunities to drive company growth.
    🔹 Strategic Partnership Management – Establishing and strengthening alliances with stakeholders, ensuring synergy and added value for all parties.
    🔹 Commercial Planning and Strategy – Conducting market analysis, defining positioning strategies, and optimizing commercial processes.
    🔹 Negotiation and Customer Relationship Management – Building and maintaining strong relationships, a
  • F
    Geospatial Technologies & Digital Innovation Project Manager
    Future BDM Group
    Sep 2018 - Sep 2021 (3 years 1 month)
    • Managed GIS, digital cartography, spatial analysis, data integration, and digital transformation projects.
    • Coordinated international teams, controlling scope, schedule, budget, risks, requirements, and quality.
    • Developed solutions for territorial planning, infrastructure, engineering, and data-driven decision-making.
  • Future Engenharia Além da Técnica
    Project Manager for GIS/Geoprocessing
    Future Engenharia Além da Técnica
    Sep 2018 - Jun 2021 (2 years 10 months)
    I worked as a Project Manager for Geographic Information Systems (GIS) and Geoprocessing, leading the coordination and execution of complex projects focused on the integration, analysis, and visualization of geospatial data. I was responsible for implementing advanced geoprocessing solutions and developing GIS systems, applying innovative technologies to enhance processes and provide strategic insights.

    My key responsibilities included:
    🔹 Management and leadership of geotechnology projects, coordinating technical and multidisciplinary teams in an international context.
    🔹 Strategic planning, schedule control, and budget management, ensuring operational efficiency and alignment with project requirements.
    🔹 Develop
  • P
    Vice Presidency Advisor | Geospatial & Municipal Cadastre Project Management
    Prodam - City of São Paulo
    Aug 2017 - Apr 2018 (9 months)
    • Managed strategic initiatives related to the Digital Map of São Paulo and the modernization of cadastral and environmental data.
    • Coordinated requirements, quality, institutional integration, risks, and deliverables involving tax blocks, vegetation, and cartographic maintenance.
  • PRODAM
    Project Manager
    PRODAM
    Aug 2017 - Apr 2018 (9 months)
    I worked as a Project Manager alongside the Vice-Presidency of Prodam, leading three strategic projects funded by the São Paulo Municipal Finance Secretariat, focused on the modernization and enhancement of geospatial and cadastral data management for the city.

    📌 Key Responsibilities and Activities:
    🔹 Coordination of the city’s significant vegetation mapping update, ensuring data accuracy and relevance to support public policies and urban sustainability initiatives.
    🔹 Updating cadastral maps of fiscal blocks, improving municipal cadastral data management, positively impacting tax administration and revenue collection efficiency.
    🔹 Implementation of a new map maintenance system, ensuring greater operational effi
  • B
    Geospatial Technologies Coordinator
    BDM Engenharia e Tecnologia Lda
    Nov 2011 - May 2017 (5 years 7 months)
    • Coordinated strategic projects in GIS, geoprocessing, digital cartography, spatial analysis, and geospatial data management.
    • Led teams in infrastructure, environmental, territorial planning, urban development, and public administration projects.
  • BDm ENgenharia e Tecnologias
    Geotechnologies Coordinator
    BDm ENgenharia e Tecnologias
    Nov 2011 - May 2017 (5 years 7 months)
    I led and managed strategic and complex projects in the areas of Geographic Information Systems (GIS), geoprocessing, and geospatial data analysis, ensuring the implementation of innovative and efficient solutions across various sectors.

    My key responsibilities included:
    ✅ Development and Implementation of Geotechnology Solutions – Planning and execution of strategies integrating advanced geoinformation technologies, tailored to the specific challenges of the African context.
    ✅ Leadership of Multidisciplinary Teams – Coordination of technical and operational teams, fostering synergy between experts in geotechnologies, data science, and engineering.
    ✅ Strategic and Operational Management – Supervision of strategic p
  • Engefoto
    Project Coordinator
    Engefoto
    Apr 2011 - Oct 2011 (7 months)
    Resident Engineer on the GNL Bahia Project, responsible for the geometric design of the liquefied natural gas (LNG) pipeline in the Baía de Todos os Santos. I coordinated surveying and topography teams along a 19 km pipeline corridor, ensuring precision, technical compliance, and quality of geospatial surveys.

    📌 Key Responsibilities and Activities:
    🔹 Development of the Pipeline Geometric Design – Planning and defining the pipeline route, ensuring compliance with technical standards and operational guidelines.
    🔹 Coordination of Surveying and Topography Teams – Supervision of topographic and geotechnical surveys, guaranteeing data accuracy and alignment with project requirements.
    🔹 Detailed Property Mapping and S
  • Prosul
    Geoprocessing Coordinator
    Prosul
    Aug 2008 - May 2011 (2 years 10 months)
    Experience in project coordination and quality control in cartographic and environmental projects, ensuring accuracy, technical compliance, and operational efficiency. Responsible for preparing technical proposals, price negotiation, and managing supplier relationships for cartographic and geotechnology products and services.

    📌 Key Responsibilities and Activities:
    🔹 Quality Management and Project Coordination – Supervision of processes to ensure compliance with technical standards and high-quality cartographic products.
    🔹 Technical Proposal Development and Negotiation – Preparation of strategic proposals, definition of technical scope, and price negotiation with suppliers and clients.
    🔹 Supplier Relationship Ma
  • G
    General Coordinator
    Gismapa
    Jan 2007 - Jun 2008 (1 year 6 months)
    I worked as a Cartography Coordinator in a cartographic engineering company, responsible for the supervision and management of cartographic projects, ensuring precision, quality, and technological innovation in all deliverables.

    📌 Key Responsibilities and Activities:
    🔹 Cartographic Project Management and Coordination – Supervision of technical and operational activities, ensuring compliance with technical standards and excellence in cartographic production.
    🔹 Integration of Advanced Technologies and Methodologies – Implementation of innovative solutions in remote sensing, geoprocessing, and Geographic Information Systems (GIS) to optimize workflows.
    🔹 Quality Assurance and Accuracy Control – Development and app
  • G
    Cartographic Engineer and Coordinator
    GISPLAN, GISMAPA, PROSUL & ENGEFOTO
    Apr 2006 - Oct 2011 (5 years 7 months)
    • Worked as a Cartographic Engineer and Coordinator in thematic cartography, remote sensing, geoprocessing, quality control, surveying, and geospatial databases.
  • G
    Cartographic Engineer
    Gisplan
    Apr 2006 - Jan 2007 (10 months)
    I worked in the company's production sector, specializing in Thematic Cartography, Remote Sensing, and Geoprocessing. As an engineer, I played a key role in executing complex technical projects, applying advanced technologies for geospatial analysis and sensor data processing.

    📌 Key Responsibilities and Activities:
    🔹 Thematic Cartography Development – Creation of specialized maps for various applications, using geospatial data to represent strategic information.
    🔹 Remote Sensing and Image Processing – Analysis of data collected by orbital and airborne sensors, applying techniques such as classification, change detection, and geospatial modeling.
    🔹 Geoprocessing and Spatial Analysis – Manipulation and integratio
Education verified_user 0% verified
  • ITI UFSCar
    MBA em Informação, Tecnologia e Inovação para Negócios
    ITI UFSCar
    Mar 2025 - Aug 2026 (1 year 6 months)
  • Federal University of Technology Parana
    Pós Graduação em Inteligência Artificial, Artificial Intelligence
    Federal University of Technology Parana
    Mar 2025 - Aug 2026 (1 year 6 months)
  • Universidade Federal de Pernambuco
    Deep Learning, IA
    Universidade Federal de Pernambuco
    Feb 2025 - Aug 2026 (1 year 7 months)
  • Federal University of Technology Parana
    Pos-Graduação Codemaster: Especialização Avançada em Python
    Federal University of Technology Parana
    Feb 2025 - Aug 2026 (1 year 7 months)
  • Pontifícia Universidade Católica do Rio de Janeiro
    Pós-Graduação em Desenvolvimento Full Stack
    Pontifícia Universidade Católica do Rio de Janeiro
    Jan 2025 - Jan 2026 (1 year 1 month)
  • Federal University of São Carlos - UFSCar
    MBA in Machine Learning in Production
    Federal University of São Carlos - UFSCar
    Jan 2025
  • F
    Postgraduate Certificate in Artificial Intelligence
    Federal University of Viçosa - UFV
    Jan 2025
  • Uniasselvi
    Graduação de Tecnologia de Agrocomputação
    Uniasselvi
    Dec 2024 - Aug 2026 (1 year 9 months)
  • Uniasselvi
    Degree in Angrotechnology
    Uniasselvi
    Dec 2024 - Aug 2026 (1 year 9 months)
    1st Semester
    1. Professional Perspectives
    2. Introduction to Digital Agriculture
    3. Fundamentals of Agriculture
    4. Mathematics Applied to Geoprocessing
    5. Professional Immersion: Career and Success
    2nd Semester
    6. Production of Scientific Knowledge and Emerging Technologies | 80h
    7. Society and Environment
    8. Geographic Information Systems (GIS) in Agriculture
    9. Programming for Agrocomputing
    10. Professional Immersion: Contemporary Challenges
    3rd Semester
    11. Creative Entrepreneurship
    12. Precision Agriculture
    13. Agricultural Database
    14. Networks and Data Communication in Agriculture
    15. Professional Immersion: Precision Agriculture
    4th Semester
  • Federal University of Technology Parana
    Pós-Graduação em Tecnologia JAVA
    Federal University of Technology Parana
    Dec 2024 - Jul 2026 (1 year 8 months)
  • Faculdade Única
    Graduação de Tecnologia de Geoprocessamento
    Faculdade Única
    Nov 2024 - Aug 2026 (1 year 10 months)
  • Faculdade Única
    Graduação em Sistemas de Informação
    Faculdade Única
    Nov 2024 - Aug 2026 (1 year 10 months)
  • Pontifícia Universidade Católica do Rio de Janeiro
    Pós-Graduação em Ciência e Dados e Analytics
    Pontifícia Universidade Católica do Rio de Janeiro
    Nov 2024 - Nov 2025 (1 year 1 month)
  • Universidade Federal de Viçosa
    Pós-Graduação em Inteligência Artificial Computacional
    Universidade Federal de Viçosa
    Jan 2024 - Dec 2025 (2 years)
  • IBMEC
    MBA in Big Data & Artificial Intelligence
    IBMEC
    Jan 2024
  • Faculdade Única
    Graduação de Tecnologia em Sistemas para Internet
    Faculdade Única
    Sep 2023 - Aug 2026 (3 years)
  • ITI UFSCar
    MBA in Machile Learning In Production
    ITI UFSCar
    Mar 2023 - Jan 2025 (1 year 11 months)
    Modules
    Module 1: Software Engineering for Big Data (ESBD)
    Algorithms and Data Structures in Big Data
    Test-Driven Programming and Development
    Design Patterns
    Distributed systems
    Module 2: Introduction to Machine Learning (IML)
    Supervised Learning
    Unsupervised Learning
    Deep Learning
    Model Life Cycle
    Module 3: Machine Learning Engineering (EML)
    Devops
    Containers
    Model Serving
    Cloud Computing
    Module 4: Innovation Project (TCC)
  • IBMEC
    MBA in Digital Manager & Metaverse
    IBMEC
    Mar 2023 - Dec 2024 (1 year 10 months)
    Modules
    Module 1: Strategic Agile
    Agile Mindset Development
    Information Technologies for Digital Products
    LGPD and Risk Management
    Module 2: Virtual Reality and Metaverse
    Disruptive Technologies and New Models
    Economic Models Applied to VR
    Marketing Applied to Metaverse
    Module 3: Digital Product Modeling
    Data Mining and Big Data
    Business Intelligence and Analytics
    UX and Product Design
    Module 4: Crypto Assets
    Blockchain, NFTs, Web 3.0
    Cryptocurrency Trading
    Decentralized Markets: OTC and P2P
  • U
    Postgraduate programs in Data Science & Artificial Intelligence
    UTFPR, Prominas, and Uniasselvi
    Jan 2023 - Jan 2026 (3 years 1 month)
    Completed
  • IBMEC
    MBA in Big Data
    IBMEC
    Oct 2022 - Dec 2024 (2 years 3 months)
    Modules
    Module 1: Basics
    Project management
    Python
    Statistics and Statistical Inference
    Module 2: Business Intelligence
    Business Analytics
    Data Preparation
    Business Strategy
    Data Modeling and Engineering
    Module 3: Machine Learning and Artificial Intelligence
    Unsupervised Learning
    Knowledge Management
    Deep Learning
    Module 4: Big Data
    Data Security
    Big Data Technologies
    Big Data Infrastructure
    Negotiation and Conflict Management
  • Faculdade Bookplay
    Pós-Graduação em Engenharia da Qualidade do Software
    Faculdade Bookplay
    Oct 2022 - Mar 2023 (6 months)
  • Faculdade Bookplay
    Pós-Graduação em Geoprocessamento
    Faculdade Bookplay
    Sep 2022 - Jan 2023 (5 months)
  • Federal University of Technology Parana
    Pós-Graduação em Ciência de Dados
    Federal University of Technology Parana
    Mar 2019 - Oct 2023 (4 years 8 months)
  • S
    B.Sc. in Cartographic Engineering
    State University of Rio de Janeiro - UERJ
    Jan 2003
  • UERJ
    Degree in Cartographic Engineering, Geotecnologias
    UERJ
    Jan 1996 - Jan 2003 (7 years 1 month)
Projects (professional or personal) verified_user 0% verified
  • H
    Canal Calucuve - Mupa
    HubGEO
    Jan 2026 - Aug 2026 (8 months)
    Aerolevantamento com DRONES, implantação de pontos de apoio para elaboração do projeto do canal.
  • G
    GIS Angola (Mapa de Solos Colapsíveis)
    Aug 2025 - Dec 2025 (5 months)
    Desenvolvimento de aplicação que funciona como uma ferramenta de apoio à decisão, permitindo a visualização integrada das camadas, a consulta pontual ou por polígonos (articulações) e a obtenção rápida da classe de probabilidade de ocorrência de solos colapsíveis em qualquer localização dentro da área de estudo. A estrutura da Base 4 foi organizada de forma a manter a rastreabilidade: para cada ponto ou articulação é possível identificar a unidade geológica, a classe de solo, o resultado do modelo probabilístico, a classificação de colapsividade atribuída e, quando existente, os resultados laboratoriais associados.
  • T
    Tournexa EKKO
    Aug 2025 - Nov 2025 (4 months)
    Desenvolvimento, desenho e implementação do TourNexa + Ekko Agent 1.0, um agente LLM omnicanal orientado a tools para o setor de [ajuste aqui: imóveis, varejo, showroom etc.].
    O projeto combina backend em .NET 8, arquitetura de consentimento em AWS (DynamoDB + S3), integrações com Twilio (voz/SMS) e GitHub Actions (CI/CD com validação de schemas, testes automatizados e políticas de segurança com IAM/CloudFormation).
    Atuei desde a definição do blueprint do agente e contratos de ferramentas (tool_contracts) até a estruturação de pipelines, padrões de segurança e backlog técnico para integrações em produção.
  • A
    ABHERC - Análise & Monitoramento Inteligente da Ponte Hercílio Luz
    Sep 2023 - Aug 2025 (2 years)
    Atuação do desenvolvimento de um projeto que desenvolveu o RUSTLESS CONTROL: uma plataforma para controle ambiental e redução de corrosão em estruturas metálicas, com foco em transformar dados operacionais em decisões de manutenção, com inteligência artificial.

    O que foi construído:

    Setorização da estrutura (zonas/trechos) e cadastro completo de ativos
    Gestão de Centrais Anticorrosivas Rustless e seus módulos, com histórico operacional
    Centralização de medições (manual e/ou integração), com validação e trilha de auditoria
    Correlação com variáveis ambientais (ex.: umidade/maresia) para contextualizar risco
    Alertas acionáveis e integração com fluxo de ordens de serviço (SLA, evidências, aceite)
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  • L
    Líder de parcerias estratégicas, operação comercial, gestão de carteira de clientes e vendas.
    Oct 2022 - Mar 2024 (1 year 6 months)
    Liderança de operação de vendas, controle, resultados, metas, KPIs, indicadores de empresa de representação comercial. Análise de parcerias, produtos, estudo de mercado, comercial e vendas.
  • L
    Levantamento e Cadastro de Pequenas Barragens na Província do Namibe
    Mar 2022 - Jul 2022 (5 months)
    Levantamento da situação e cadastro de pequenas barragens na provínci do namibe em Angola. Ao todo são foram levantadas e cadastradas a situação atual de 50 barragens. Liderança de equipe de cadastro e topografia.
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    Mapa Rodoviário de Angola e Sistema de Gestão do Mapa
    Aug 2021 - Dec 2022 (1 year 5 months)
    Elaboração do novo Mapa Rodoviário de Angola (MINOPOT – Ministério das Obras Públicas e Ordenamento do Território).
  • L
    Levantamento com Tecnologia LIDAR Móvel Terrestre
    Aug 2018 - Dec 2018 (5 months)
    INEA (Instituto NAcional de Estradas de Angola): levantamento com equipamento de mapeamento móvel terrestre de 250 km de estradas em Angola
  • L
    Levantamento e Mapeamento dos Projetos Georeferenciados e Desenvolvimento de Sistema de Informação Geográfca
    Aug 2018 - Dec 2018 (5 months)
    Levantamento, inventário, classificação, banco de dados, desenvolvimento de solução web georerenciada para o BDA - Banco de Desenvolvimento de Angola, dos projetos financiados pelo banco.
  • M
    Mapa Digital de São Paulo
    Aug 2017 - Apr 2018 (9 months)
    Secretaria da Fazenda do Município de São Paulo/PRODAM: acessor da vice-presidência da PRODAM em três projetos. Mapeamento da vegetação significativa da Cidade de São Paulo, adequação das plantas das quadras fiscais para atualização cadastral para arrecadação de IPTU e Atualização do Sistema de manutenção do Mapa (GEOSAMPA).
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    PLANAGEO - Plano Nacional de Geologia
    Aug 2015 - Aug 2016 (1 year 1 month)
    Fiscalização de 7 blocos do levantamento aerogeofísico de Angola.
  • D
    Dealer Digital Globe - África
    Feb 2014 - Dec 2015 (1 year 11 months)
    Parceria para distribuição de imagens de satélite para seis países do continente africano junto a Digital Globe. Atuação como lider e negociador da parceria.
  • S
    SGDS Luanda (Sistema Gestor de Direito de Superfície)
    Jun 2013 - Dec 2014 (1 year 7 months)
    Sistema Gerenciador de Emissão Direito de Superfície de Luanda (Governo Provincial de Luanda- GPL (Governo Provincial de Luanda). Levantamento, organização de dados para cadastro de Luanda para fins de IPU (Imposto Predial Urbano)
  • L
    Levantamento Aerofotogramétrico Digital de 8.000 Km de Estradas em Angola
    Nov 2011 - Jun 2012 (8 months)
    Levantamento aéreo tripulado a laser para cobertura e mapeamento de 8.000 km de estradas em Angola para o INEA (Instituo Nacional de Estradas de Angola). Geração de fotografias aéreas, implantação de pontos de controle aerofotogramétricos e restituição.
  • P
    PPTU Luanda
    Nov 2011 - Mar 2012 (5 months)
    Plano Provincial de Transporte Urbano de Luanda: Utilizando tecnologia de Geoprocessamento (ArcGis Esri) foram desenvolvidas todas as rotas de paragens de ônibus da CIdade de Luanda de 5 das principaois empresas de transporte coletivo da Cidade.
  • E
    EFLS - EStrada de Ferro Litorânea Sul
    Mar 2005 - Dec 2005 (10 months)
    Mapeamento de uso e ocupação do solo ao longo de todo o trecho da ferrovia da Estrada de Ferro LItorânea Sul (EFLS) com uso de images de satélite de alta resolução espacial. Interpretação temática ao longo de 1km de buffer da ferrovia.
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  • A
    Palestrante
    AFRICAN YOUTH RENAISSANCE CENTER AYRCIBRAIMA
    Jun 2025
    Tive a grande satisfação de participar, nos dias 21 e 23/02/2025, do evento "Além da IA: Educação Sustentável e Flexível – Uma Abordagem Prática para a África", onde tive a oportunidade de apresentar dois temas. Um deles explorou as contribuições da inteligência artificial para a educação nos dias atuais e suas perspectivas para o futuro, abordando seu impacto na transformação do ensino.
    Agradeço imensamente ao Dr. Ibraima Barry, Fundador e Presidente & CEO do Centro de Renascimento da Juventude Africana, pelo convite, e a todos os palestrantes e organizadores por proporcionarem um evento inspirador e repleto de debates enriquecedores.
    Foi uma experiência valiosa, e sigo à disposição para contribuir com futuras discussões sobre in
  • A
    Palestrante
    ACADEMIA TRAÇO
    Apr 2025 - Apr 2026 (1 year 1 month)
    Palestrante na 1ª webinar de Engenharia da Academia Traço: Geoprocessamento Aplicado a Engenharia Civil: Tecnologia e Inovação nas Obras