I am developing an automated photogrammetry solution that leverages artificial intelligence to deliver agricultural insights from drone-captured imagery. This system streamlines crop monitoring and yield estimation for EU farmers, eliminating the need for specialized personnel and expensive equipment by using DJI Mini drone.

▪ Developed a complete full-stack solution using Python and Ionic.▪ Created a CNN-based AI for fruit image segmentation in ruralareas, streamlining insurance claim inspections.▪ Designed an object segmentation model with CNNs inPython/TensorFlow, supporting up to 300 objects per image.▪ Labeled and refined a database of 3k images, 125,000 objects,and 45 GB data, addressing inconsistencies, missing values,duplicates, and ensuring dataset balance.▪ Trained six CNN… Show more ▪ Developed a complete full-stack solution using Python and Ionic.▪ Created a CNN-based AI for fruit image segmentation in ruralareas, streamlining insurance claim inspections.▪ Designed an object segmentation model with CNNs inPython/TensorFlow, supporting up to 300 objects per image.▪ Labeled and refined a database of 3k images, 125,000 objects,and 45 GB data, addressing inconsistencies, missing values,duplicates, and ensuring dataset balance.▪ Trained six CNN models, utilizing 400 GPU hours on GoogleColab with 17 GB NVIDIA L4 GPUs.▪ Optimized the model for over 90% efficiency and sub-second(<1 sec) prediction speed within mobile device constraints.▪ Developed a responsive, interactive, offline-capable mobileapplication for Android and iPhone using Ionic, TypeScript, andJavaScript.▪ Engineered the application to allow real-time user adjustments,enhancing prediction accuracy up to 100%.▪ Maintained high accuracy across diverse field scenarios,including varied tree types, soil conditions, lighting, weather, andlow-cost smartphones (~€200).▪ Enhanced application usability for non-specialized users,ensuring reliability and functionality in real-world agriculturalsettings. Show less

As the owner of a sustainably-managed farm in Sete Lagoas' significant steel-producing region, I pioneered an eco-friendly charcoal production project, encompassing 80 hectares of eucalyptus cultivation. This initiative, developed in collaboration with the Federal University of Viçosa and supported by the Brazilian Government, leverages sustainable practices to yield high-quality charcoal. Additionally, I oversee the cultivation of mahogany, aimed at producing premium wood, contributing to… Show more As the owner of a sustainably-managed farm in Sete Lagoas' significant steel-producing region, I pioneered an eco-friendly charcoal production project, encompassing 80 hectares of eucalyptus cultivation. This initiative, developed in collaboration with the Federal University of Viçosa and supported by the Brazilian Government, leverages sustainable practices to yield high-quality charcoal. Additionally, I oversee the cultivation of mahogany, aimed at producing premium wood, contributing to responsible forestry and exemplifying commitment to environmental stewardship. Show less

▪ Led the remote design and delivery of Mobile Virtual NetworkOperators (MVNOs) in collaboration with Telefonica Brazil andVodafone Spain.▪ Managed over 10 operators across IoT, consumer, and corporatesectors, demonstrating versatility and strategic oversight.▪ Directed transformative design modifications to tailor systems forLatin American requirements, ensuring alignment with regionalregulations and operational needs.▪ Engineered a Power BI solution capable of… Show more ▪ Led the remote design and delivery of Mobile Virtual NetworkOperators (MVNOs) in collaboration with Telefonica Brazil andVodafone Spain.▪ Managed over 10 operators across IoT, consumer, and corporatesectors, demonstrating versatility and strategic oversight.▪ Directed transformative design modifications to tailor systems forLatin American requirements, ensuring alignment with regionalregulations and operational needs.▪ Engineered a Power BI solution capable of supporting up to 1 millionsubscribers.▪ Orchestrated Maintenance Windows for critical live networkcomponents, ensuring seamless reporting to stakeholders.▪ Created video tutorials and detailed procedures to onboard new teammembers, facilitating a smooth and engaging integration process. Show less

▪ Designed and integrated Telecom solutions for major LATAMoperators, supporting over 30 million subscribers with high availabilityacross 7 geographically redundant sites.▪ Managed the full solution lifecycle, including onsite installation,upgrades, capacity planning, testing, and troubleshooting.▪ Led and mentored a remote team of up to 5 engineers, facilitatingprofessional development through coaching and training workshops.▪ Provided 24/7 on-call support to ensure… Show more ▪ Designed and integrated Telecom solutions for major LATAMoperators, supporting over 30 million subscribers with high availabilityacross 7 geographically redundant sites.▪ Managed the full solution lifecycle, including onsite installation,upgrades, capacity planning, testing, and troubleshooting.▪ Led and mentored a remote team of up to 5 engineers, facilitatingprofessional development through coaching and training workshops.▪ Provided 24/7 on-call support to ensure continuous operation ofcritical network systems and address emergencies promptly.▪ Oversaw project tasks such as initiating service requests, developingproject estimates (SOW), drafting timelines, and assessing costs.▪ Resolved complex issues by recreating scenarios in controlled testenvironments and conducting homologation and regression testing Show less

▪ Led the deployment, integration, and development of systemsin Java, C++, and SQL, catering to over 3 million subscribersof mobile phone.▪ Spearheaded software and Oracle Database optimizations,significantly enhancing system efficiency and performance.▪ Conducted comprehensive requirement analysis, anddesigned system architectures to meet customerrequirements effectively.