Rafael Santos Perez, Phd(C). Email & Phone Number

Moncton, Nuevo Brunswick, Canadá

Conduct research in a biomechanical laboratory with a focus on ergonomics, involving statistical analysis, machine learning systems, and deployment of data architectures to manage the full life cycle of research and data analytics.Key Responsibilities:*Data Analysis: Develop and apply statistical analysis techniques and machine learning systems to interpret and extract actionable insights for ergonomic research.*Signal Processing and Modeling: Utilize signal processing and… Show more Conduct research in a biomechanical laboratory with a focus on ergonomics, involving statistical analysis, machine learning systems, and deployment of data architectures to manage the full life cycle of research and data analytics.Key Responsibilities:*Data Analysis: Develop and apply statistical analysis techniques and machine learning systems to interpret and extract actionable insights for ergonomic research.*Signal Processing and Modeling: Utilize signal processing and modeling techniques, exploring the benefits of advanced models such as LLM and LSTM to enhance research outcomes.*Guidance and Mentorship: Provide guidance to junior scholars, ensuring research is conducted ethically and contributes valuable insights to the field.*Collaboration: Work with academic members and business partners across Canada on various projects related to computer vision, machine learning, and ergonomics.*Innovation: Propose and implement new methods for data interpretation and research insights, contributing to the advancement of ergonomic practices. Show less

Moncton, Nuevo Brunswick, Canadá

Research and development of applied artificial intelligence. Bringing ideas to live with emerging technologies.

Nueva York, Estados Unidos

6 Weeks temporal embedded project design with machine learning and AWS applications.

México, México

At Tenaris, I led innovative global engineering projects from Mexico with impact in Italy and Romania, focused on improving efficiency and safety through the development and implementation of robotic cells and advanced control systems. I excel in creating a modular and scalable preventive maintenance software, tailored to the metallurgical sector, already implemented in multiple countries and in the process of expansion. This highly adaptable system integrates multiple analysis algorithms from… Show more At Tenaris, I led innovative global engineering projects from Mexico with impact in Italy and Romania, focused on improving efficiency and safety through the development and implementation of robotic cells and advanced control systems. I excel in creating a modular and scalable preventive maintenance software, tailored to the metallurgical sector, already implemented in multiple countries and in the process of expansion. This highly adaptable system integrates multiple analysis algorithms from basic statistics to more complex machine learning algorithms, processing over 2000 signals in parallel from more than 500 machines and various industrial devices. I have developed skills with tools such as Python, Grafana, Docker, Kafka, TimescaleDB, PySpark, Linux, Jupyter Notebooks, among others.• I implement advanced techniques in artificial intelligence for efficient data analysis.• Conducting large-scale experiments, I use univariate and multivariate analysis to identify hidden relationships in extensive datasets.• My role includes visualizing data for quick business conclusions and decision-making.• Coordinating research and analysis tasks using both unstructured and structured data, I apply programming skills for data cleaning and organization.• Supervise technicians, technologists, programmers, analysts and other engineers.• Research the feasibility, design, operation, and performance of mechanisms, components, and systems.• Plan, manage projects, and prepare estimates for materials, costs, and timing, along with reports and design specifications for machinery and systems.• Supervise the installation, modification, and commissioning of mechanical systems in construction sites or industrial facilities.Learn more about Tenaris with this video.https://www.youtube.com/watch?v=z-tDFUJgOHA&t=18s&ab_channel=TenarisArgentina Show less

• Development of a real-time simulator of gas filling with LoraWan Technology and python in an embedded Linux system.• Design, write, read, test, and correct code for new software.• Write documentation for new and updated software.

Xalapa, Ver.

• Designed embedded systems for specific applications.• Developed and tested firmware for embedded devices.• Embedded systems programming with C/C++, focused on low-level techniques and optimization for AVR (Atmel) and PIC (Microchip) microcontrollers.• Experience in designing, developing, and debugging advanced electronic systems, adapting to various technical requirements with AVR and PIC technologies.• Integrated hardware and software components for seamless… Show more • Designed embedded systems for specific applications.• Developed and tested firmware for embedded devices.• Embedded systems programming with C/C++, focused on low-level techniques and optimization for AVR (Atmel) and PIC (Microchip) microcontrollers.• Experience in designing, developing, and debugging advanced electronic systems, adapting to various technical requirements with AVR and PIC technologies.• Integrated hardware and software components for seamless functionality.• Collaborated with cross-functional teams to meet project requirements.• Conducted system-level testing and debugging for optimal performance.• Ensured compliance with industry standards and regulations.• Implemented improvements based on feedback and testing results.• Documented design specifications and provided technical support. Show less

Doctorate In Engineering In Emerging Technologies, Intelligent Environments And Multi-Agent Systems.

Doctoral candidate, completed doctoral studies, approved academic certification, completing degree procedures. Research Lines: Artificial.

Master In Science Computer Science, Intelligent Systems & Ambient Intelligence

Mechatronics Engineering With Specialization In Process Automation., Mechatronics Engineering.