I am a Software Developer and AI/IT Consultant with over 15 years of professional experience in the technology industry. However since 1996, I have been helping companies design, develop, and maintain reliable, scalable, and efficient software solutions across various sectors such as healthcare, finance, cybersecurity, engineering, academic research and industrial activities.

Throughout my career, I have worked on full software development lifecycles — from requirements analysis and system architecture to development, deployment, and long-term support. As a consultant, I have collaborated closely with business stakeholders to translate complex business needs into practical and high-performing technical solutions.

As Founder, CEO, and CTO of Sinergia Vital SAS, I specialize in transforming complex challenges into scalable AI-driven products by combining:

✔ Artificial Intelligence & Machine Learning
✔ Computer Vision & Deep Learning
✔ Generative AI & LLMs
✔ MLOps & Cloud Architectures (AWS, Azure)
✔ Hardware-Software Integration
✔ Product Strategy & Innovation Management\

My approach integrates technical excellence with strategic business vision, enabling organizations to move from prototype to production efficiently and sustainably.

✔ AI Strategy Design aligned with business objectives
✔ End-to-end ML lifecycle management (data → model → deployment → monitoring)
✔ Development of AI-powered products and platforms
✔ Multidisciplinary team leadership
✔ Fundraising, IP strategy & innovation management
✔ Data-driven decision-making frameworks\

     ✔ Ludonia – Multilingual AI-powered educational platform
     ✔ R3cons – 3D reconstruction system using computer vision for metallic structures
     ✔ Shoalrv – AI-embedded ROV for underwater industrial inspection

     ✔ AI-based fraud detection systems using computer vision & generative AI
     ✔ Investment recommendation engines using NLP & deep learning
     ✔ Federated learning systems for cybersecurity threat prediction
     ✔ Electrical market prediction based on AI
     ✔ Desing and construction of research equipment for metalic behaviour analysis (UFRJ metallurgy lab)
     ✔ Desing and construction of research equipment for metalic behaviour analysis (UFRJ naval lab)
     ✔ Geological soil analysis systems (UFRGS)

    ✔ Ph.D. Candidate (frozen) in Electrical Engineering – Data Mining/Federal University of Rio de Janeiro (datamining and WSN focus)
    ✔ Master’s in Computational Sciences/Universidad Industrial de Santander                                (datamining and robotics focus)
    ✔ Bachelor’s in Electronic Engineering/Universitaria de Investigación y Desarrollo                      (datamining an GIS focus)

    Author of peer-reviewed publications in computer vision, image processing, and machine learning. 
    Academic reviewer in AI and computer vision since 2009 (volunteer work).

## AI & Data
    ✔ Machine Learning, Deep Learning, LLMs, Generative AI
    ✔ Computer Vision (YOLO, OpenCV, Paddleocr, Florence,)
    ✔ NLP & Recommendation Systems
    ✔ Federated Learning
    ✔ Spark, Data Lakes, ETL Pipelines

## MLOps & Cloud
    ✔ AWS, Azure, SageMaker, Azure ML
    ✔ MLflow, Hugging Face
    ✔ CI/CD for ML systems
    ✔ Terraform, Docker
    ✔ Microservices 
    ✔ Message brokers 
    ✔ Databricks

## Programming
    Python | C++ | Golang | React | Flutter | R | Javascript | Matlab Pascal SQL/NoSQL

## Leadership & Business Strengths

    ✔ Strategic Innovation
    ✔ Product Development & Go-to-Market Vision
    ✔ Agile & Scrum Team Management
    ✔ International Collaboration
    ✔ Multilingual Communication (Spanish, English C1, Portuguese C1, French B2)

To build intelligent, scalable, and ethical AI systems that generate measurable business value while contributing to technological sovereignty and sustainable development.

I have worked both independently and as part of cross-functional teams, adapting quickly to new technologies and evolving business environments. My long-term experience allows me to combine technical depth with strategic thinking, ensuring that solutions are not only functional but sustainable and aligned with business goals.

I am passionate about clean code, continuous improvement, and delivering measurable value through technology.

• 🔭 I’m currently working on self proyects and checking new technologies