Lucas Fernandes
Lead Ai Scientist @Kevares Autonomous Services
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WORK HISTORY
Lead Ai Scientist @Kevares Autonomous Services
Oshawa, ON, CA
Building AI and Data Science Infrastructure: Leading the establishment of the entire AI and data science structure, including frameworks, pipelines, and processes, to ensure a strong foundation for long-term innovation and scalable development- Technical and Team Leadership: Strategically managing and mentoring the AI team while fostering collaboration across data science and engineering departments. Defining best practices, ensuring high-quality deliverables, and setting up a sustainable workflow for future AI initiatives- Capstone Project Management: Directing and mentoring four capstone teams ( Humber College ) tasked with creating AI solutions that enhance the robot’s contextual understanding, such as detecting objects, identifying environmental factors, and improving multi-task functionality. Ensured alignment with organizational goals while overseeing the technical development of each project- Autonomous AI Architecture Development: Currently researching and designing a novel AI architecture to support autonomous operation for robotics. This includes enabling robots to perform complex tasks such as sidewalk inspection, snow removal, lawn mowing, salting, and load carrying while adapting to real-time environmental conditions- Advanced Computer Vision Algorithms: Developing cutting-edge image detection and segmentation algorithms, allowing robots to identify obstacles, classify terrains, and recognize objects crucial for efficient task execution- Innovative AI Research & Deployment: Driving research and integration of scalable AI models into robotic systems, addressing challenges such as diverse environmental conditions, dynamic decision-making, and task prioritization for versatile operation.
EDUCATION
Fai - Faculdades Adamantinenses Integradas
Bachelor of Science in Computer Science
ETEC - Escola Técnica Estadual de São Paulo
Ensino Tecnico
ILAC
English Cerificate
Humber College
Graduate Certificate
ILAC
General English
Universidade Federal de Santa Catarina
Master's degree
ABOUT LUCAS FERNANDES
With a robust background in Artificial Intelligence and Data Science, my journey has led me to Velma, where I innovate in AI and machine learning. At SmartBreeder, our team delivered transformative projects that elevated agricultural efficiency, leveraging cutting-edge computer vision technologies. My expertise encompasses a spectrum of machine learning paradigms, including supervised, unsupervised, and reinforcement learning. Proficiency in deploying AI models using platforms like TensorFlow and PyTorch has enabled us to drive advancements in the logistics and legal sectors, consistently delivering value through data-driven solutions.
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