Ella Mosquera
Fort Lauderdale
Summary
Results-driven research assistant with a strong foundation in machine learning, signal processing, and robotics. Experienced in data analysis, experimental design, and collaborative research environments.
Overview
3
3
years of professional experience
Work History
Undergraduate Research Assistant
Center of New Music and Audio Technologies
Berkeley
09.2025 - Current
- Conducted research on neural approaches for sound hybridization and audio signal approximation from sound "atoms."
- Investigated limitations of fixed time–frequency descriptors and reviewed audio embeddings for capturing musical structure.
- Prototyped attention-based formulations to enhance differentiable matching pursuit in greedy atom-selection algorithms.
- Designed datasets and evaluation pipelines utilizing OrchideaSOL with evaluations through SI-SDR and perceptual listening tests.
Research Intern
Florida Atlantic Univertisity SeaTech
Fort Lauderdale
06.2024 - 08.2026
- Facilitated experimental testing of soft robotic systems in fluid-dynamic environments for graduate researchers.
- Supported data collection and analysis of robot–fluid interactions to enhance research outcomes.
- Acquired hands-on experience in applied engineering workflows and interdisciplinary collaboration.
Head of Team Managment
First Robotics Team
Fort Lauderdale
09.2023 - 05.2025
- Directed operations for FRC Team 2383 and FTC Team 16391, overseeing strategy and project execution.
- Cultivated sponsorship outreach and fundraising initiatives, enhancing partner relationships.
- Mentored younger teams in FRC, FTC, and FLL, delivering technical guidance and leadership support.
- Initiated community outreach programs to promote STEM education through bilingual mentorship.
- Enhanced leadership, teamwork, communication, project management, and advocacy skills.
Education
Bachelor of Science - Electrical Engineering And Computer Science
University of California, Berkeley
Berkeley, CA05-2029
American Heritage School
Fort Lauderdale05-2025
Skills
- Machine learning techniques
- Data analysis and interpretation
- Research methodologies and design
- Team leadership
- Signal processing expertise
Languages
English
Native/ Bilingual
Spanish
Native/ Bilingual
Timeline
Undergraduate Research Assistant
Center of New Music and Audio Technologies
09.2025 - Current
Research Intern
Florida Atlantic Univertisity SeaTech
06.2024 - 08.2026
Head of Team Managment
First Robotics Team
09.2023 - 05.2025
Bachelor of Science - Electrical Engineering And Computer Science
University of California, Berkeley
American Heritage School