Henrique Ataide
Founder & Head of Product @ Vert Group Brasil
About
I work by combining two worlds that are usually kept apart. On one side, I build products and software through entrepreneurship, working closely with the real demands of execution, users, and business. On the other, I keep an academic path in machine learning and work as a mathematics professor.What ties these two sides together is how I think. I like understanding problems in depth, giving them structure, and turning that into something concrete, whether that means building a product, leading development, researching machine learning, or teaching mathematical thinking with clarity.
Brazil
Joinville
Computer Software
Liderança em Equipe, Empreendedorismo, Intelligent Agents, Evolutionary Algorithms, Aprendizagem por reforço, Otimização, Sistemas autônomos da internet, Planejamento de aulas, Docência, Responsabilidade, Amazon S3, C#, Marketing, Docker, Gestão de pessoas, Aprendizado de máquina, Aprendizagem profunda, Matemática computacional, Robótica móvel, Ensino
Experience

Founder & Head of Product
Joinville, Santa Catarina, Brasil
I operate at the intersection of brand, product, and systems at Vert — building the foundations for scale. I don’t just define positioning. I shape how the company is perceived, how the product evolves, and how the business compounds over time. My work is about turning complexity into leverage. I design systems, build technology, and create structures that allow the company to move faster, execute better, and win in the long run. I’m responsible for: • Defining and evolving brand positioning and identity • Driving product vision and strategy • Designing and scaling operational processes • Architecting and building technology-driven solutions • Leading high-impact technical and strategic decisions

Reinforcement Learning & Autonomous Systems Researcher
Joinville, Santa Catarina, Brazil
I worked on advancing autonomous robotics systems, focusing on reinforcement learning, evolutionary algorithms, and machine learning applied to control and decision-making. My work explored how intelligent agents can learn, adapt, and operate in complex, real-world environments — bridging simulation and physical robotics. I designed and implemented learning-based approaches, including Q-learning variants and sub-agent architectures, to optimize control policies and emergent behaviors in legged robots. Key contributions include: • Developing reinforcement learning frameworks for autonomous control and decision-making • Applying evolutionary algorithms for parameter and behavior optimization • Designing self-righting (SR) strategies in quadruped robots through learning-based approaches • Working with real and simulated platforms (including Unitree robots) integrated via ROS • Contributing to scientific research, including authorship and co-authorship of academic papers

Founder & Mathematics Teacher
Жоинвили, SC
I founded Preparação Sigma to rethink how students prepare for highly competitive university entrance exams. Instead of traditional content-heavy approaches, I built a system focused on strategic review, problem-solving, and the development of high-performance reasoning under pressure. I lead both the design and execution of the program — from curriculum architecture to classroom delivery — ensuring a clear connection between methodology and results. My work includes: • Designing structured learning systems focused on efficiency and outcomes • Teaching mathematics through problem-solving and strategic reasoning • Developing proprietary study materials and simulation-based assessments • Tracking and analyzing student performance to continuously refine the approach The project is driven by a clear goal: reduce educational gaps and increase students’ competitive access to top public universities through a practical, results-oriented methodology.

English Instructor & Fluency Development Specialist
Joinville, Santa Catarina, Brasil
I help students develop real-world English fluency — focused on communication, not theory. My work is centered on designing structured learning systems that enable students to operate confidently in everyday and professional environments as early as possible. I don’t treat English as an academic subject. I design communication systems that can be applied under real conditions. My work includes: • Training functional English for work, relocation, and daily life • Preparing students for real professional scenarios (e.g. childcare, customer service, service roles) • Developing listening and speaking from day one — even at beginner level • Designing scenario-based lessons using role-play and applied vocabulary I use practical methodologies, proprietary materials, and real-world simulations — prioritizing fluency, confidence, and autonomy over excessive theory.

Mathematics Instructor & Academic Support Lead
Joinville, Santa Catarina, Brasil
I worked as a Mathematics instructor and academic support lead at SESI Moinho, extending the impact of Preparação Sigma within a formal school environment. This role emerged as a direct adjacency of Sigma — a project I founded — which was later recognized and approved by the school’s leadership as an initiative to strengthen students’ performance in Mathematics. My work focused on reinforcing foundational knowledge while developing students’ ability to solve complex problems independently. Key responsibilities included: • Supporting students in reviewing and deepening core Mathematics concepts • Guiding problem-solving using past entrance exam exercises (UFSC, UDESC, ACAFE) • Strengthening analytical thinking and autonomy in learning • Bridging conceptual understanding with practical application in exam contexts The initiative was designed to reduce learning gaps and build a solid, applied understanding of Mathematics — aligned with the same performance-driven approach developed in Sigma.

Chief Technology Officer & Engineering Lead
Жоинвили, SC
I lead the technological direction of the company, building and scaling systems that power accounting operations in real-world environments. My role goes beyond engineering execution — I’m responsible for structuring the team, defining architecture, and aligning technology with product and business strategy. I focus on creating scalable, reliable systems that enable fast execution without compromising maintainability. My work includes: • Leading the engineering team and driving technical decision-making • Defining system architecture and long-term technology strategy • Aligning product, business, and engineering for scalable growth • Overseeing production systems, user flows, and active pipelines

Frontend Developer
Жоинвили, SC
I was responsible for developing the frontend of web-based accounting solutions, working closely with product and backend teams to deliver reliable and scalable applications. I built interfaces and systems designed to handle real user demands, focusing on performance, clarity, and maintainability. My work included: • Developing frontend applications using clean architecture principles • Applying feature-based design to structure scalable codebases • Handling multiple active user requests and production pipelines • Contributing to the delivery of consistent, high-quality product experiences

Full-Stack Developer & Process Automation Engineer
Joinville, Santa Catarina, Brasil
I was responsible for building and optimizing technology-driven accounting solutions, combining full-stack development, UI/UX design, and process automation. My work focused on improving operational efficiency by automating repetitive workflows and designing systems that streamline real-world accounting processes. I operated across the full product stack — from user experience to backend logic — ensuring both usability and performance. My work included: • Developing full-stack web applications for accounting operations • Designing user interfaces and experiences aligned with real user needs • Automating processes using RPA to increase efficiency and reduce manual workload • Integrating systems to support consistent and scalable operations
Education

Computer Science
Pursuing a degree in Computer Science with a focus on building intelligent and scalable systems. My academic journey is centered on understanding how systems learn, make decisions, and operate in complex environments — combining concepts from machine learning, reinforcement learning, and system design. I apply these principles through practical work, connecting theory to real-world applications across software engineering, automation, and autonomous systems. This experience reinforces my approach to building systems that are not only technically sound, but also efficient, adaptable, and aligned with real-world constraints.

Systems Development & Software Engineering
Built a strong foundation in software development, focusing on the design and implementation of real-world systems. The program emphasized practical application over theory, covering the full development lifecycle — from problem analysis and system design to implementation and deployment. My experience included working with backend and frontend technologies, databases, and process automation, always with a focus on building efficient, scalable, and maintainable solutions. This formation played a key role in shaping my ability to think in systems — a skill I later applied across product development, automation, and intelligent systems.
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