Kyle Ng Email & Phone Number

United States

- Develop novel computer vision pipeline using image pre-processing and Vision Transformers to automate MRI vocal tract segmentation, reducing hours of manual labeling (submitted to Acoustical Society of America 2024)- Visualized multilingual LLM interpretations by comparing speech Transformer LLM (Meta AI HuBERT) activations in German vs. English vowels.

San Francisco Bay Area

- Designed and implemented LLM Benchmarking tool using NextJS and Google Cloud for performance evaluations between model releases–allowing competitive analysis for Engineering and Solutions Architect teams- Developed CI/CD workflow in Github Actions to automate unit testing with docker containers to streamline development-to-production releases- Performed.

Los Angeles, California, United States

- Teaching Intro C++ cohort of 40 students by leading a weekly lab section- Host weekly office hours and collaborate with the professor to create lessons, assignments, and exams

Los Angeles, California, United States

- Debugged ARM-based C++ firmware in Linux-based environment using GDB and Logic Analyzers- Responsible Engineer for in-house rocket tracking system, managing deliverables for SW, EE, and MechE teams- Produce detailed project and toolchain collateral to simplify onboarding using Github, GNU, and Python

Santa Barbara, California, United States

- Spearheaded NLP pipeline using Python to automate speech-to-text translation and summarization using SpaCy LLM and AWS S3 Buckets, resulting in converting a customer from trial to a paid subscription- Enhanced LLM accuracy and reduce token consumption through efficient use of few-shot prompting engineering, resulting in $36,000/year savings in operation.

Roles and Accomplishments-Led team to compete in Alabama and Northern California Regionals Championships-Contributed to open source robot navigation library to resolve hardware null-pointer crashes-Developed collateral to drive adoption of AprilTags open source computer vision library -Optimized Blob Detection computer vision algorithm for 97% accuracy.

Roles and Accomplishment- Captain for completely student-led team, advanced to NorCal Championships (Highest in 2021)- Pioneering Triple Localization SLAM system for robot movement- Contribution to Open Source Library Road Runner- Custom part manufacturing using 3D Printing

Roles and Accomplishment- Founding and leading Serendipity, Community Outreach Initiative- Started Distance Learning Coding Classes for General and Special Education Students during COVID-19- CAD Designer of Autonomous Robotic Intake- Lead Outreach Visionary and Documenter- Creating a Special Needs Outreach Program specially tailored modularized.

- Front-End Website Development with Vue JS and Vuetify framework- Back-End Website Development and databases with Firebase by Google

- Developed an Autonomous Germ Detecting Robot- 3D Printed all custom robotic pieces- Programmed the robots Smart Autonomous Movement System- Assembled and configured Hardware such as Odometry(movement system)

Computer Science And Linguistics (Computational Linguistics), B.S.

- Undergraduate Students in Linguistics: Director of Computational Linguistics - USC Scholarship Panelist and Dornsife Student Ambassador.

High School Diploma, Engineering

Activities and Societies: Special Education Robotics Initiative, IHS Branch - Founder and President Master Builder Certified - Berbawy.