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Audy UserAU
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Audy User

@audyuser

Embedded robotics and ML student lead designing sensor-rich systems with ROS2.

United States
Message

What I'm looking for

I’m looking to grow in embedded robotics and applied ML—building real-time systems with ROS2 and sensor fusion, shipping reliable firmware and APIs, and partnering with researchers or teams that value rigorous testing and iteration.

I’m a B.S. Computer Engineering student and Robotics Lab Student Lead at UC Riverside, where I architect and deploy embedded robotics systems across 5+ lab projects. I integrate Arduino, Raspberry Pi, motor controllers, and multi-sensor arrays, and I designed a magnetic-stripe access and equipment tracking system using SQL to reduce checkout errors for 50+ users.

I also bring applied data science and AI experience as a Data Science Fellow at DZMaC Lab (NSF/UC Riverside), fine-tuning a DistilBERT classifier to reach 83% accuracy and automating audio preprocessing to cut transcription time by 72%. I’m excited to build reliable, real-time systems—combining ROS2 robotics, sensor fusion, and ML—then validate them through production-ready engineering practices.

Experience

Work history, roles, and key accomplishments

UC Riverside logoUR
Current

Robotics Lab Student Lead

Sep 2024 - Present (1 year 8 months)

Architected and deployed embedded robotics systems across 5+ lab projects, integrating Arduino, Raspberry Pi, motor controllers, and multi-sensor arrays for research and instruction. Designed an access and equipment tracking system that reduced checkout errors and improved utilization tracking for 50+ users, and delivered a 6-week Robotics Camp for 20+ students.

DL

Data Science Fellow

DZMaC Lab

Jun 2024 - Jul 2024 (1 month)

Fine-tuned a DistilBERT classifier on domain-specific neuroscience data, achieving 83% categorization accuracy. Automated audio preprocessing (noise reduction and segmentation), cutting transcription time by 72%, and deployed model outputs into active cognitive recall study workflows to speed analysis.

TL

Full Stack Development Intern

The Three Logistics

Feb 2024 - May 2024 (3 months)

Improved shipment processing speed by 25% by optimizing API-based address validation workflows. Built REST API integrations for real-time address verification and autocomplete, improving data entry accuracy across shipping operations.

Education

Degrees, certifications, and relevant coursework

University of California, Riverside logoUR

University of California, Riverside

Bachelor of Science, Computer Engineering

Grade: GPA 3.76/4.00

Activities and societies: Honors: UC Regents Scholar; NSF S-STEM Scholarship. Relevant coursework: Embedded Systems, Electronic Circuits, Computer Architecture, GPU Programming, Concurrent Programming.

Pursuing a B.S. in Computer Engineering at the University of California, Riverside, graduating in December 2026. Achieved a GPA of 3.76/4.00.

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