Hello there!
I’m Samantha, a Math-Computer Science major at UC San Diego.
I’m currently conducting machine learning research for sound processing under Dr. Curt Schurgers and Dr. Ryan Kastner.
Email: sprestrelski [at] ucsd.edu
Experience
Research Intern & Project Co-lead @ UCSD Jacobs School of Engineering
Mar 2022 - present
- Using deep learning models to process avian vocalizations on the Acoustic Species Identification team, intended to measure avian biodiversity in the Peruvian Amazon
- Developing PyHa, a Python package to convert field audio to species-specific, temporally-labeled annotations for use in an autonomous machine learning pipeline
- Awarded Halıcıoğlu Data Science Institute Undergraduate Research Scholarship
- Awarded scholarship x2 times from Summer Research Internship Program (SRIP)
- Research Group: Engineers for Exploration
Tutor @ UCSD CSE Department
Jan 2024 - Mar 2024
- Undergraduate tutor for CSE 105: Theory of Computation under Prof. Mia Minnes.
- Lead group office hours for up to 12 students at a time, answer student questions during lecture, help create sample solutions for the homework, and grade assignments
- Course Website
Lead Peer Mentor @ CSE-PACE
Sept 2023 - June 2024
- Lead 1-2 mentoring sessions per week on computer science topics such as machine learning, AI ethics, and academic/career pathways to a cohort of 6-10 first year and transfer students.
- Program: Peer-Lead Academic Cohort Experiences
Teaching Assistant @ COSMOS UCSD Cluster 10: Robot Inventors
Jul 2023 - Aug 2023
- Led hands-on lab hours for 21 high school students to teach skills in mechanical design, electronics, and programming
- Advised and debugged students’ week-long projects including battlebots, line-following robots, and walking robots using a Raspberry Pi and OpenCV
- Program: COSMOS UCSD
Web Development Intern @ RASIRC
Apr 2021 - Mar 2022
- Redesigned company website and migrated it from HTML to WordPress, enabling non-technical staff to easily make website updates
- Implemented a new contact form system for requesting meetings and product information
SONY Connected Learning Pathway
Sept 2021 - Nov 2021
- Designed software solutions for enhancing connectivity between TVs and mobile devices and integrating personalization as a core feature for TVs
- Performed market research and competitive analysis on existing technology
- Collaboration program between UCSD Design Lab and SONY Human Factors Team
Websites
Nutrition Calculator API - API for dietary reference intakes, BMI, and daily caloric needs.
January 2024
Association for Computing Machinery - AI Division - A club website using React and TypeScript.
September 2023 (Source)
RASIRC - A company website using HTML, CSS, and Wordpress.
Apr 2021 - Mar 2022
Rhythm Room - A web app enabling synchronous music listening across multiple clients.
Stack: Express, React, Node.js, Heroku, the YouTube API, and Socket.io
Project Partner: Jeremy Nguyen
Aug 2021 (Source)
Overheard SPIS - A community message posting board web app.
Stack: Express, Heroku, and PostgreSQL
Aug 2021 (Source)
Art Portfolio - A site to store my digital art work in high school using Weebly.
Jan 2019 - Jun 2021
Internet Safety for Everyone - A site for an internet safety community service group using Weebly.
Sept 2018 - Jun 2021
CCA Girls Who Code - A site for my high school Girls Who Code club and robotics team using Weebly. Aug 2017 - Jun 2021
Relevant Classes
- CSE 11: Accelerated Intro to Programming
- CSE 12: Basic Data Structures and Object-Oriented Design
- CSE 15L: Software Tools and Techniques Laboratory
- CSE 30: Computer Organization and Systems Programming
- CSE 100: Advanced Data Structures
- CSE 101: Design and Analysis of Algorithms
- CSE 105: Theory of Computation
- CSE 110: Software Engineering
- CSE 140: Components and Design Techniques for Digital Systems
- CSE 140L: Digital Systems Laboratory
- CSE 145: Embedded Systems Design Project
- CSE 191: Inclusive CS Instruction: CS Education From Theory To Practice
- COGS 108: Data Science in Practice
- COGS 118B: Unsupervised Machine Learning
- LTCS 180: Programming for the Humanities
- MATH 18: Linear Algebra
- MATH 20D: Differential Equations
- MATH 20E: Vector Calculus
- MATH 103AB: Abstract Algebra I & II
- MATH 109: Mathematical Reasoning
- MATH 154: Discrete Mathematics and Graph Theory
- MATH 180: Introduction to Probability
- MATH 181A: Introduction to Mathematical Statistics
Course descriptions:
Updated for Winter 2024.