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Projects

Research initiatives and tools

Case studies that bridge research prototypes with reliable systems—problem, approach, outcome, and artifacts.

Tooling & open-source

Frameworks maintained with IBM-grade polish

Maintaining photonic and fermionic simulators with the same rigor used for IBM Quantum challenge systems.

IBM-style lane
FrameworkRole: MaintainerStatus: Maintainer
Open project

Piquasso photonic simulator

Maintainer for Piquasso, covering Gaussian, Fock, and boson-sampling backends.

photonic QCsimulationopen source
FrameworkRole: MaintainerStatus: Active
Open project

H-hat quantum language

Maintaining the H-hat quantum language project and ecosystem efforts.

language designtoolingopen source
FrameworkRole: ContributorStatus: Contributor
Open project

ffsim fermionic simulator

Contributing to ffsim starting Jul 2025.

fermionic simchemistryqiskit

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Spotlight areas like simulation, open source, or sensing.

Showing 14 of 14 initiatives

Status

Tags

NV-center spin with diamond lattice and magnetic field control
NV sensing
Completed researchCase study
Completed researchCase studyNV sensing

Hamiltonian estimation for NV centers

Built a cost-function driven random-field estimation loop for NV-center Hamiltonians and compared strong/weak coupling regimes.

Problem

Needed reliable NV-center Hamiltonians for state preparation without exhaustive calibration.

Approach

Simulated NV dynamics, swept candidate hyperfine parameters with a random-field strategy, and minimized a cost over measured traces to recover plausible Hamiltonians.

Outcome

Produced candidate Hamiltonians for strong- and weak-coupling cases used in follow-on state-preparation work and the capstone random-field study.

Role

Research assistant, IAS Center for Quantum Technologies & HKUST

Collaborators

IAS Center for Quantum Technologies — Lab · Prof. Gyu-Boong Jo — PI · HKUST

Technologies

PythonSimulationOptimization
quantum sensingNV centerhamiltonian learningsimulationrandom field
Strontium-88 lattice with blockade radii and control lines
Neutral atoms
Lab deploymentCase study
Lab deploymentCase studyNeutral atoms

Sr-88 Rydberg simulator software

Built control-layer software and simulations to support Strontium-88 Rydberg experiments.

Problem

Neutral-atom experiments needed a bridge from designed sequences to reliable pulse control.

Approach

Developed Qiskit-based middleware for the device and provided simulation support for calibration and sequence design.

Outcome

Delivered the control stack and theoretical support used during Jun 2023–Jan 2024 lab build-out.

Role

Research assistant, HKUST Quantum Gas Lab

Collaborators

Prof. Gyu-Boong Jo — PI · HKUST · HKUST Quantum Gas Lab — Experimental team

Technologies

PythonQiskitNeutral-atom control
neutral atomsrydbergcontrol softwaresimulation
Quantum challenge paths with runtime jobs and scoring arcs
Runtime + EM
ShippedCase study
ShippedCase studyRuntime + EM

IBM Quantum Challenge – Fall 2022

Shipped the IBM Quantum Fall Challenge 2022 and supporting solution harness.

Problem

Global learners needed hardware-aware tasks with reliable grading and reference material.

Approach

Authored challenge tracks, built Runtime-based verification jobs, and prepared solution notebooks with the education team.

Outcome

Delivered the challenge, recap, and reference material used across the 2022 cohort.

Role

Software developer, IBM Quantum

Collaborators

IBM Quantum education team — Co-authors · Challenge community — Participants

Technologies

PythonQiskit RuntimeEducation
educationruntimeerror mitigationqiskit
Photonic circuit diagram with beamsplitters and detectors
Photonic sim
MaintainerCase study
MaintainerCase studyPhotonic sim

Piquasso photonic simulator

Maintainer for Piquasso, covering Gaussian, Fock, and boson-sampling backends.

Problem

Photonic circuit research needs reproducible, well-maintained simulators.

Approach

Maintain and extend the simulator with the upstream community.

Outcome

Active maintenance and support starting Jul 2025.

Role

Maintainer

Collaborators

Budapest Quantum Computing Group — Maintainers · Open-source contributors — Community

Technologies

PythonC++Photonic simulation
photonic QCsimulationopen source
Layered circuit and Hamiltonian blocks flowing into a compiler output
Language/DSL
ActiveCase study
ActiveCase studyLanguage/DSL

H-hat quantum language

Maintaining the H-hat quantum language project and ecosystem efforts.

Problem

Researchers need reproducible ways to express Hamiltonians and circuits across platforms.

Approach

Contribute to language design and tooling with the community.

Outcome

Active maintenance beginning Jun 2025.

Role

Maintainer

Collaborators

HKUST peers — Design reviews

Technologies

Quantum programmingTooling
language designtoolingopen source
Collatz search space with tensor-network overlay
Tensor nets
MPhil thesisCase study
MPhil thesisCase studyTensor nets

Quantum-inspired Collatz algorithm

Thesis research on a quantum-inspired approach to the Collatz conjecture.

Problem

Collatz trajectories lack structure under classical heuristics.

Approach

Studied operator and tensor-network viewpoints to analyze trajectory structure and search complexity.

Outcome

Thesis submitted Oct 2025 documenting the operator framing and findings.

Role

MPhil researcher, HKUST

Collaborators

Adrian Po — Advisor · HKUST

Technologies

PythonTensor networksGraph search
quantum algorithmstensor networkstheory
Fermionic modes connected across a simulation lattice
Fermionic sim
ContributorCase study
ContributorCase studyFermionic sim

ffsim fermionic simulator

Contributing to ffsim starting Jul 2025.

Problem

Fermionic workloads in chemistry need performant classical simulators.

Approach

Community contributions to algorithms and integration in the Qiskit ecosystem.

Outcome

Ongoing contributions with the upstream team.

Role

Contributor

Collaborators

Qiskit Community — Maintainers · Chemistry research teams — Users

Technologies

PythonFermionic simulation
fermionic simchemistryqiskit
Tensor nets
Active contributorCase study
Active contributorCase studyTensor nets

Mitiq error mitigation contributions

Contributor implementing and validating ZNE, CDR, and PEC pipelines with cross-backend tests.

Problem

Researchers need mitigation tooling that remains reliable across devices without heavy calibration overhead.

Approach

Implemented and benchmarked zero-noise extrapolation and Clifford data regression paths with documentation and examples.

Outcome

Regression tests and examples merged into Mitiq starting May 2025 to support reproducible mitigation runs.

Role

Open-source contributor, Unitary Fund

Collaborators

Unitary Fund — Maintainer · Community contributors — Collaborators

Technologies

PythonMitiqError mitigation
error mitigationopen sourcequantum software
Tensor nets
CompletedCase study
CompletedCase studyTensor nets

Qiskit documentation localization

Led Korean localization across Qiskit docs and textbook content to widen access for learners.

Problem

Korean students and researchers needed accessible quantum computing docs and coursework.

Approach

Coordinated translation sprints, glossary alignment, and reviews to ship localized docs and textbook chapters.

Outcome

Localized documentation and textbook modules delivered to the Korean community by Mar 2024.

Role

Translation lead, IBM Quantum / Qiskit Advocate

Collaborators

Qiskit Advocate community — Contributors · IBM Quantum Education — Partner

Technologies

QiskitLocalizationEducation
educationlocalizationcommunity
Tensor nets
ThesisCase study
ThesisCase studyTensor nets

EDA for superconducting quantum computing

Explored EDA workflows for transmon design and cross-talk-robust gates under Prof. Qiming Shao.

Problem

Needed an integrated design approach to reduce TLS loss while scaling transmon operations.

Approach

Modeled transmon layouts, simulated gate operations, and proposed low-loss IC prototypes.

Outcome

Produced a design prototype and analysis for the Feb 2023–Jan 2024 thesis.

Role

Thesis researcher, HKUST

Collaborators

Prof. Qiming Shao — Advisor · HKUST

Technologies

Superconducting qubitsEDAMicrowave simulation
superconductingedatransmonquantum hardware
Tensor nets
Completed researchCase study
Completed researchCase studyTensor nets

Twirled Readout Error eXtinction (TREX) simulation

Mentoring-project work to prototype TREX simulations using backend noise models.

Problem

Needed to evaluate TREX performance quickly without running calibration on hardware.

Approach

Developed simulation pipelines using backend noise models to approximate TREX behavior and benchmarked speed and accuracy.

Outcome

Delivered reference notebooks from Mar–Aug 2023 for Qiskit Advocate program participants.

Role

Mentor researcher, Qiskit Advocate Program

Collaborators

Ikko Hamaura — Mentor · IBM

Technologies

PythonQiskitError mitigation
error mitigationreadoutsimulation
Tensor nets
Completed researchCase study
Completed researchCase studyTensor nets

Robust geometric gate against crosstalk

Designed simultaneous randomized benchmarking sequences to measure crosstalk resilience.

Problem

Superconducting qubits suffer crosstalk during gate execution, degrading fidelity.

Approach

Developed geometric-gate pulses and benchmarking routines on IBM Quantum hardware to characterize robustness.

Outcome

Benchmarked crosstalk-robust gates (Feb 2022–Feb 2023) feeding into the NANO KOREA 2022 presentation.

Role

Researcher, KIST collaboration

Collaborators

Yosep Kim — Lead · KIST

Technologies

Qiskit PulseSuperconducting qubitsBenchmarking
superconductinggeometric gatescrosstalkerror mitigation
Tensor nets
Completed prototypeCase study
Completed prototypeCase studyTensor nets

Quantum image processing filters

Explored quantum image enhancement with filter operations as a mentorship project.

Problem

Demonstrate quantum circuit potential for image processing on small datasets.

Approach

Implemented quantum filters in Qiskit and evaluated quality against classical baselines.

Outcome

Produced prototype filters and documented results by Dec 2021.

Role

Researcher, Qiskit Advocate Mentoring Program

Collaborators

Robert Lorendo — Mentor · IBM

Technologies

PythonQiskitQuantum image processing
quantum imagingeducationqiskit
Tensor nets
Completed researchCase study
Completed researchCase studyTensor nets

Qiskit for high-dimensional multipartite states

Top-20 proposal exploring qudit support and entanglement structure in Qiskit.

Problem

Qiskit primarily targets qubits, limiting exploration of qudit entanglement.

Approach

Prototyped qudit representations and operations within Qiskit and documented API proposals.

Outcome

Delivered study group report in Jun 2021; proposal selected as a Top-20 research study group.

Role

Research study group participant

Collaborators

Qiskit Hackathon Europe study group — Team

Technologies

PythonQiskit
quditsquantum informationqiskit

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