Natalia Leonila Quiroga Perez
Hennef
Summary
Professional with a strong background in artificial intelligence and machine learning, specializing in the development, implementation, and optimization of advanced AI algorithms and models. Expertise in analyzing time series multimodal datasets and innovative techniques to extract actionable insights. Committed to driving efficiency and enhancing performance through data-driven solutions. Passionate about advancing AI technology to address complex challenges and research.
Overview
8
8
years of professional experience
1
1
Certification
Work History
Research Associate
Hochschule Bonn-Rhein-Sieg
Project: INNERVATE, Sankt Augustin, Germany
07.2024 - Current
- Analyzed time-series data for car maneuver testing, integrating active learning methodologies to improve classification outcomes.
- Designed and implemented an interactive platform focused on optimizing AI time-series analysis and facilitating efficient feature extraction.
- Tools: Python, PyTorch, TensorFlow, Scikit-Learn, Data Visualization, Dash, Bash
- Focus: Time-series, active learning, human-in-the-loop, feature extraction
- Master’s of Autonomous Systems Admission Committee (WS2024, SS2025)
Research Assistant
Hochschule Bonn-Rhein-Sieg
Projects: Migrave And ZAT, Sankt Augustin, Germany
05.2022 - 04.2024
- Assisted in creating software-based learning programs for autism therapy robots. Supported research projects aimed at enhancing learning through interaction with individuals. Collaborated with teams to improve user engagement during therapy sessions.
- Developed and implemented a comprehensive framework for learning from demonstration across various robotic platforms.
- Tools: Python, ROS, PyTorch, TensorFlow, Scikit-Learn, Data Visualization, SQL, Kinova Gen3, QTrobot, NAO
- Focus: Machine Learning, Data Analysis and Research
Chief Technology Officer
Emober S.A.
Santa Cruz, Bolivia
08.2020 - 04.2022
- Achieved successful development of electric vehicles by streamlining design, testing, and production workflows. Delivered impactful sharing mobility platforms and services that enhanced user accessibility.
- Tools: IoT, Sensors, CAD/CAM, Python, CRM
Research Intern
Fun Robotics
Dubai, UAE
09.2019 - 03.2020
- Assisted in robotics research on tele-operated robotic arm. Supported students in understanding robotics concepts as a teacher. Facilitated hands-on learning experiences in robotics classes.
- Tools: Arduino, LeapMotion, CAD/CAM
Front-End Developer
AITBOL S.R.L.
Cochabamba, Bolivia
09.2018 - 07.2019
- Led front-end development initiatives for diverse projects.
- Tools: Angular, CSS, HTML, JavaScript, TypeScript, SQL
Education
Mechatronics Engineering
Catholic University of Cochabamba
Bolivia05-2018
Bachelor of Science - Mechatronics Engineering
Catholic University of Cochabamba
Bolivia05-2018
Skills
- Programming languages: Python, C, R, Java, ROS, LaTeX, JavaScript, TypeScript, SQL, Angular, HTML, CSS
- Time-series, ML, Data Analysis, Active Learning, Deep Learning, Imitation Learning, Natural Language Processing, and Image Processing
- Team work: Git, Github, Jira
- Research: Scientific writing, Literature reviews, Data interpretation, Research and analysis
Certification
- Natural Language Processing on Google Cloud (2024)
- Introduction to Data Science in Python, University of Michigan (Coursera) (2024)
- Neural Networks and Deep Learning, DeepLearning.AI (2024)
- Ask Questions to Make Data-Driven Decisions, Google Data Analytics (2023)
Languages
English
Native or Bilingual
Spanish
Native or Bilingual
German
Professional Working
Awards
1st Place at the AFCEA Bonn Study Award (2024), Participation, International Mathematical Olympiad (IMO) (2012, 2013), Bronze medal, South American Math Olympiad (2011), Gold medal, Bolivian National Math Olympiad (2010 to 2012)
Timeline
Research Associate
Hochschule Bonn-Rhein-Sieg
07.2024 - Current
Research Assistant
Hochschule Bonn-Rhein-Sieg
05.2022 - 04.2024
Chief Technology Officer
Emober S.A.
08.2020 - 04.2022
Research Intern
Fun Robotics
09.2019 - 03.2020
Front-End Developer
AITBOL S.R.L.
09.2018 - 07.2019
Mechatronics Engineering
Catholic University of Cochabamba
Bachelor of Science - Mechatronics Engineering
Catholic University of Cochabamba