Sofía España

WORK HISTORY

EDUCATION

ABOUT SOFÍA ESPAÑA

As a passionate Mechatronic Engineer with a keen interest in Data Science, I thrive at the intersection of cutting-edge technology and innovative problem-solving. My journey has been fueled by a relentless pursuit of knowledge and a curiosity to uncover hidden insights within data. CAREER HIGHLIGHTS -* Research and develop several deep learning models with transformer architecture to detect faults in wind turbines 3 months in advance.* Design and pipeline of data analysis to determine possible fraud in public findings of Ecuadorian institutions.* Develop a Honey tokens system to generate alerts in case of a possible breach of security in Windows and Linux servers * Develop a mobile application to control the process of 3D printers and create alerts in case of a malfunction.* Develop a simulation of a real robot where it identifies and follows the silhouette of a wire harness for subsequent manipulation. AREAS OF EXPERTISE - Time-series forecasting Deep Learning for image recognition Web and mobile application development Security analysis software IoT hardware and software TECHNICAL SKILLS - Languages: Python, Java, Arduino IDE, JavaScript, C#.NET, PHP Frameworks and libraries: Tensorflow, PyTorch, Django, Scikit-Learn, Matplotlib, React.js, Node.js Databases: MySQL, SQL Lite, Firebase, DB2, MongoDB Software tools: VS Code, Matlab, Git/GitHub, Linux command prompt, Jupyter notebook Open source systems: Arduino, Raspberry Pi PROJECTS PORTFOLIO - https://github.com/sofia604 VOLUNTEERING ACTIVITIES -*+5 years as member *+3 years as Taws member * Past president of Robotics & Automation Society (RAS)- ESPOL *NASA Space Apps Challenge 2019 local winner