Personal Info

Contact
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-318 Electricity and Magnetism Smith College
  • 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
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Last Update: May 2023

Personal Info

Contact
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