CV

Education

• B.S. in Mechatronics Engineering

  ESPOL - Escuela Superior Politécnica del Litoral, Guayaquil, Ecuador, 2023

  • Focus on robotics, AI, and Healthcare.

• International Baccalaureate (IB) Diploma

  Nueve de Octubre School, Machala, Ecuador, 2017

  • Focus on business management and STEM subjects.

• Secondary Education

  “La Inmaculada” School, Machala, Ecuador, 2012-2014

  • Recognition for academic excellence and active participation in school clubs such as Math Club and English Contests.

• Primary Education

  “La Inmaculada” School, Machala, Ecuador, 2004-2011

  • Graduated with honors and was selected as Flagbearer for the National Pavilion.

Work Experience

• Research Technician and Researcher

  Smart Environments Technologies Lab (TAI) CTI - ESPOL, Guayaquil, Ecuador Sept 2024 – Present

  • Duties: Develop prototypes and software for research projects focused on TinyML, autonomous systems, and robotics. Supervise prototyping, create datasets, and assist in preparing research proposals.
  • Supervisor: Dra. María I. Mera

• International Project Engineer

  KSB, Guayaquil, Ecuador Jan 2024 – Aug 2024

  • Duties: Led international engineering projects in mechatronics to optimize operations across industries, including energy, water management, and automation. Designed robotic systems for operational improvements. I worked closely with multidisciplinary teams to implement sustainable and efficient solutions.

• Robotics Teacher

  EDUCAR, Guayaquil, Ecuador Jul 2023 – Dec 2023

  • Duties: Taught robotics and AI to high school students. Led hands-on projects using STEAM to foster creativity and critical thinking. Focused on AI, programming, and robotics education.

• Research Assistant

  ESPOL, Guayaquil, Ecuador Apr 2022 – May 2023

  • Duties: Developed autonomous navigation systems for unmanned vehicles, incorporating SLAM and obstacle detection. Contributed to research on integrating AI and robotics for practical applications.
  • Supervisor: Dr. Marcelo Fajardo

• Mechatronic Design Assistant

  Robotilsa S.A., Guayaquil, Ecuador Feb 2022 – Jul 2022

  • Duties: Assisted in mechatronic design projects, focusing on robotic systems for industrial applications. Supported design and analysis of robotic arms and automated systems.

Skills

• Programming Languages: Python, C++, Java, JavaScript, MATLAB
• Machine Learning: TensorFlow, PyTorch, Keras, OpenCV
  • Convolutional Neural Networks (CNN)
  • Reinforcement Learning (DRL, DQN)
• Embedded Systems: Arduino, ESP32, Raspberry Pi, STM32
• AI & Robotics: SLAM, Neural Networks, Autonomous Vehicles, AI-based Control Systems
• TinyML: Edge device deployment, low-power AI solutions, real-time processing
• IoT & Smart Environments: Integration of IoT solutions for energy efficiency and automation
• 3D Modeling & Design: Autodesk Inventor, Fusion 360, Tinkercad
• Tools & Software: Jupyter Notebook, Visual Studio Code, Anaconda, Google Colab, MATLAB, FlexSim
• Other: Power BI, MySQL, SAP, Microsoft Office, Android Studio, Git/GitHub

Publications

Autonomous Navigation for an Intelligent Sailboat - Sensailor

Fajardo-Pruna, M., Sanchez-Orozco, D., Torres-Medina, K., Lopez-Estrada, L., Tutiven, C., Vidal, Y. (2023). "Autonomous Navigation for an Intelligent Sailboat - Sensailor." Advances in Mechanical Engineering, XV Ibero-American Congress of Mechanical Engineering, Springer, 65.

Myoelectric Prosthesis Using Sensor Fusion Between Electromyography and Pulse Oximetry Signals

Torres, K., Espinoza, J., Asanza, V., Lorente-Leyva, L., Peluffo-Ordóñez, D. (2023). "Myoelectric Prosthesis Using Sensor Fusion Between Electromyography and Pulse Oximetry Signals." Journal Européen des Systèmes Automatisés, 56(4), 641-649.

Navegación Autónoma para un Velero Inteligente - Sensailor

Fajardo-Pruna, M., Sanchez-Orozco, D., Torres-Medina, K., Lopez-Estrada, L., Tutiven, C., Vidal, Y. (2022). "Navegación Autónoma para un Velero Inteligente - Sensailor." Congreso Iberoamericano de Ingeniería Mecánica - CIBIM 2022, 23 de noviembre, España.

Talks

IBM/IEEE AI Compute Symposium 2024 (AICS’24) - From Chiplets to Future AI Ecosystems

November 19, 2024

Talk at IBM Thomas J. Watson Research Center, Yorktown Heights, NY, USA, Yorktown Heights, New York, USA

Autonomous Navigation for an Intelligent Sailboat - Sensailor

November 22, 2022

Talk at XV Ibero-American Congress of Mechanical Engineering, Escuela Técnica Superior de Ingenieros Industriales, Universidad Politécnica de Madrid, Spain

Modeling of Intelligent Control Strategies for an Autonomous Sailboat - Sensailor

March 25, 2022

Tutorial at IEEE 5th International Conference on Advanced Systems and Emergent Technologies (IC_ASET'2022), Mehari Hammamet Hotel, Tunisia

Teaching

Teaching Experience - Robotics Teacher

Service and leadership

• President of CIAP (Artificial Intelligence Club)

  ESPOL, Guayaquil, Ecuador, 2022-2023

  • Led the CIAP Club, fostering collaboration and innovation in the fields of AI and Machine Learning among university students. Organized workshops, events, and hackathons to promote AI education and community engagement.

• Member of the Sustainability Club

  ESPOL, Guayaquil, Ecuador, 2022-2023

  • Contributed to projects focused on sustainable technologies, such as the development of smart solutions for energy efficiency and environmental impact reduction.

• Robotics Mentor

  EDUCAR, Guayaquil, Ecuador, 2023

  • Actively mentored students in robotics, guiding them through hands-on projects and teaching them the fundamentals of AI, programming, and robot design. Worked to inspire and cultivate interest in STEM fields among high school students.

• Member of Phycom Club (Physical Computing)

  ESPOL, Guayaquil, Ecuador, 2022-2023

  • Active member of Phycom, a club dedicated to Physical Computing. Participated in projects that involved hardware and software integration for building interactive systems. Developed prototypes combining electronic circuits with physical computing to create innovative solutions.

• Community Service - 3D Printing and Prosthesis Design

  ESPOL, Guayaquil, Ecuador, 2021-2022

  • Led community service projects focused on the design and 3D printing of prosthetic hands and orthoses for individuals in need. Worked with local healthcare providers and community organizations to create affordable and functional 3D-printed prosthetics, providing improved mobility and quality of life for individuals with physical disabilities.

• Organizer of Educational Outreach Programs

  EDUCAR, Guayaquil, Ecuador, 2020-2023

  • Coordinated outreach programs to local high schools to promote STEM education. Organized events where students presented their projects in robotics, AI, and IoT to inspire the next generation of engineers and scientists.

• Volunteer at Church Community Kitchen

  Chilla Church, Machala, Ecuador, 2021-2024

  • Volunteered at the church community kitchen, helping to prepare and distribute meals to those in need. This role involved working with a team to provide food assistance to underprivileged individuals and families in the local community, reinforcing my commitment to social welfare and community support.