Music is an integrated part of my identity and a deep-seated passion of mine. My pursuit of music has not only driven me to explore technologies but also inspired me to engage in research in AI field. I aspire to blend these two words and become both a musician and a researcher in AI’s application.
● Continued RSI project with a focus on the language model to increase engagement and patient use in the skin and wellness fields.
● Research topic: A General-purpose AI Avatar in Healthcare:
Devised a framework for healthcare AI avatars using a three-category prompt dictionary and prompt improvement mechanism;
Proposed a two-phase approach to fine-tune a general-purpose AI language model and create different AI avatars to discuss medical issues with users by using ChatGPT.
● Achieved an acceleration of two orders of magnitude compared with the previously published method in 2007 with the combination of complete vectorization of Finite Difference (FD) matrices, optimization of FD matrix handling, and usage of GPU (NVIDIA GeForce GTX TITAN X).
● Designed UI for MR tissue modeling simulation program (to be released on GitHub).
● Publication
Yan N., “Two Orders of Magnitude of Acceleration in Finite Difference Simulation for Diffusion Magnetic Resonance Imaging Signals”, 2023 Tennessee Junior Science and Humanities Symposium, University of Tennessee, March 9-10, 2023
Xu J, Jiang X, Devan SP, Yan N, Smith DS, Harkins KD, Gore JC, “MATI: A GPU-Accelerated Diffusion MRI Simulation and Fitting Toolbox with a Graphical User-Friendly Interface for Microstructural Analysis of Tissues by Imaging”. (in preparation with VUIIS researchers)
● Research Topic:
Generating Rhythm Game Music with Jukebox, invited for CEE’s 40th anniversary celebration as a Rickoid speaker at the Broad Institute on Oct. 14th 2023
● Rhythm Game Music Composition (4 hrs/week) 2018 -
Compose rhythm game music with GarageBand; 100+ original works and 109K+ views on my YouTube channel https://www.youtube.com/c/CubeyThePenguin
Representative Works
“ΛZIMUTH”, Disc 1 Track 9, Album "LAST BOSS RUSH", 2023 Spring M3
“ Milkweed“, Disc 1 Track 22, Album “Limit Breaker XVII /Hitch Hiker”, 2023 Spring M3
“Mithridates”, (ranked top 4.9-8.7% out of 800 songs submitted), Dynamix, 2023
“Ctrl+Y”, Album “Aetheric.”, 2023 Fall M3
“Aethergate”, Album “Reverse Verse -逆の詩-”, 2023 Fall M3
● Knoxville Youth Symphony Orchestra (2 hrs/wk, G6-present):
Cellist
Rehearse for and perform in four public concerts every year.
● Cello Practice (3.5 hrs/wk, G5-present): Receive private lessons and practice at home
● Math Club & Mu Alpha Theta Club (2hrs/wk) Aug 2020 – May 2024
Vice President of Competition and Math Tutor: Competition events and training organization; Tutoring peers with Algebra 1, Geometry, Algebra 2, and Pre-calculus.
● Science Club (2.5hrs/wk) Aug 2020 – May 2024
Member & Mentor: Receive training for Science Bowl and Science Olympiad; Prepare middle school students for upcoming Science Bowl competition.
● Coding Club (1hr/wk) Aug 2020 – May 2024
Member: Learning Coding with Python.
● FHS Honor Society (1hr/week) Aug 2021 – May 2024
Member: Volunteering in community events such as Knoxville Asian Festival, Farragut Christmas Parade, etc.
Full scholarship from Governor's School for Computational Physics (June 5-24, 2022)
● Took college-level Computational Methods for Scientists and Engineers at Austin Peay State Univ. (Onsite classes cover programming/visualization, mechanics/electricity /magnetism, diffusion/differentiation/integration/finite differential methods /differential equation/Taylor series; group learning; field trip to NASA's Marshall Space Flight Center at Huntsville, AL).
ARC Growing STEM Teachers Internship at Univ. of Tennessee CEEMS (25 hrs/wk, June 1-28, 2021)
● As the youngest participant of this outreach program organized by Univ. of Tennessee, I learned teaching strategies/standards, lesson plans, presentation strategies, and collaborative teaching skills and worked as a counselor for KidsU STEM Camp at the University of Tennessee.
● Selective AwesomeMath camp, 2021
● Selective Astrophysics camp Vanderbilt University, 2021
● Selective MathPath camp 2019
● MATLAB Fundamentals, 3-day course from MathWorks
● Prompt Engineering for ChatGPT, from Vanderbilt University on Coursera
● Build AI Apps with ChatGPT, Dall-E, and GPT-4, from Scrimba on Coursera
● Mentor, Farragut Middle School (FMS) Science Club (1.5 hr/wk, G10-present)
Preparing students at FMS Science Club for upcoming Science Bowl competitions
● Math Tutor, Farragut High School Student Tutor (1 hr/wk, G9- present)
Tutoring peers in Algebra 1, Geometry, Algebra 2, and Pre-calculus
● Peer Model, Ascent Autism Peer Group (1 hr/wk, G10)
Modeled social skills for mild autistic teenagers through online meetings overseen by a professional during the pandemic when in-person activities were canceled.
● Volunteer, FHS National Honor Society (30hrs/school year, G10-G12): volunteering in on-campus and off-campus community events.
● Volunteer, Second Harvest Food Bank in Maryville, TN (total 21 hours, G10-G11): helping sort and label food packages.
● FHS Tennis Varsity Team (65hrs/season, G9-12): member
Award: Most Dependable Player in 2022
Award: District and Regional team champions in 2021
● Tennis practice (6 hrs/wk, G4-present): tennis player