Personal Info
Address
408 Northampton Rd.,
APT204,
Amherst, MA 01002, USA
Research Interest
- Quantum Information Science and Quantum Engineering Science
- High Energy Physics, Particle Physics
Education
Hampshire College B.A. Candidate in Physics and Computer Science
2018 Sep - 2023 May
Five College GPA: 3.8
Senior Thesis/DIV III: Precision Electroweak Physics
- Supervisor: Dr. Michael J. Ramsey-Musolf
- DIV III Committee: Dr. Cynthia Gill (Chair), Dr. Christina Cianfrani (Member)
Revalant Courses
- PHY-714 High Energy Physics UMass Amherst
- PHY-597Q Quantum Computation: A Physical Perspective UMass Amherst
- CS-589 Machine Learning UMass Amherst
- PHY-423 Statistical Physics UMass Amherst
- ECE-397Q Intro to Quantum Computing UMass Amherst
- MTH-364pd Applied PDE Smith College
- PHYS-348 Quantum Mechanics Amherst College
- MATH-331 ODE for Engineering UMass Amherst
- PHY-317 Classical Mechanics Smith College
- PHY-204 Modern Physics Hampshire College
- ECE-124 Intro to Digital and Computer System UMass Amherst
Research Experience
Center for Knowledge Communication Undergraduate Research Assistant/Software Engineer
Jul 2022 - Jan 2023
May 2023 - Present
Advisor: Dr. Beverly Woolf, Dr. Ivon Arroyo, Dr. Danielle Allessio
- Overhauled the admin software system for the MathSpring experiment
- Created the data pipeline for the back-end system
- Optimized the efficiency of the software system by decreasing the processing time
- Built new software features for research workflow using Python and FastAPI
Amherst Center for Fundamental Interactions Undergraduate Research Assistant
Sep 2022 - Present
Advisor: Dr. Michael Ramsey-Musolf
- Performed precision higher order electroweak computation on Standard Model and beyond
- Investigated impact of non-perturbative strong interaction on “radiative corrections”
Krastanov Lab @ UMass Amherst Undergraduate Research Assistant
Dec 2022 - Present
Advisor: Dr. Stefan Krastanov
- Writing Julia-based GPU accelerated simulator library for Quantum Clifford circuit.
Independent Research on Experimental High Energy Physics
May 2022 - Aug 2022
Mentor: Dr. Gunther Roland
- Analyzed the dihadron correlation of 2015 LHC CMS PbPb data
- Wrote optimized the code using pytorch with CUDA to improve code efficiency: less than 1 hour processing time compared to 10+ hours of for-in-loops
Independent Research on Quantum Computation (Continuation of ECE-397Q)
Apr 2022 - Jul 2022
Mentor: Dr. Sukin (Dylan) Sim
- Investigated in selected near-term quantum algorithms
- Conducted analysis of simulations with IBM qiskit
- Compared between NISQ Quantum Algorithm and Fault-Tolerant Quantum Algorithm
Technical & Course Projects
Machine Learning UMass Amherst
Jan 2022 - Jun 2022
- Created various range of machine learning model from scratch (without ML library)
- Compared the performance of different methods with different data sets
Intro to Quantum Computation UMass Amherst
Jan 2022 - Jun 2022
- Conducted simulation of Quantum Counting Algorithm w/o noise on Transmons Quantum Computation
Applied Partial Differential Equation Smith College
Jan 2022 - Jun 2022
- Attempted to investigate method on solving certain types of PDE using Quantum Computation method - Hamiltonian Simulation
- Performed one simple numerical solve of PDE on quantum system
Evolutionary Music Composer
May 2020 - Jul 2022
- Proposed and created a mock AI music composer with variational autoencoder algorithm
Wuhan2020 Data Collection
Jan 2020 - Feb 2020
- Volunteered to collect and analyze the data of medical resources at the very beginning of the COVID-19 outbreak
Data Structure Smith College
Sep 2019 - Dec 2019
- Developed a mock 2048 game
- Created AI model to get high score using min-max tree and reinforcement learning
Five College Data Fest Five College Consotrium
Mar 2019 - Mar 2019
- Worked on athletes’ health recovery data in one-week data fest/hackathon
- Used Python and R to analyze the data
Technical Skills
Programming
Proficient in Python, JAVA, JuliaLang, C, Swift, R, Unix shell scripting ,MySQL, HTML and LATEX
Basic working knowledge of Verilog/FPGA Programming, QASM.
Software/Pipelines
Machine learning, Reinforcement Learning, Neural Network, IBM-qiskit, QuTiP, Mathematica, Matlab, package-X, FeynCalc, SciPy, NumPy, PyTorch, Pandas, Mathematica, Jupyter Notebook, FastAPI, Django, Flutter, React.JS
Languages
Native/Bilingual proficiency in English and Chinese
Limited proficiency in Japanese and German
Job Experience
I.N.T. Unit Audio Engineer & Music Production Tutor, DJ Tutor
Dec 2020 - Aug 2021
- Taught students about music production, DJ skills and techniques
- Designed a new curriculum integrating cultural background of different music genres
PH Beijing Music Producer, DJ
Jan 2021 - Jul 2021
- Produced music with mixing and mastering skills
- Served as resident artist at Club
- Nominated as PYRO CN Top 100 DJ in China
Hampshire College IT Diagnostic Center Student Technician
Sep 2018 - Dec 2019
Supervisor: Rae-Ann Wentworth
- Performed maintenance to hardware devices and software issues of Hampshire College IT system
- Co-designed an update for the IT Ticket system
Hampshire College Media Lab Lab Monitor
Sep 2018 - Dec 2019
Supervisor: John Bruner
- Guided student on how to use all the equipment and software in the lab, including: 3D printers, video editing, audio recording and more
- Troubleshooted glitches of equipment