2022–2026

Work

Each line is a short account. Open a project for the rest.

2026

H-cGQE: Conditional GQEQuantum
A GNN, Transformer, and QD-GRPO pipeline for molecular quantum-circuit design, built for GIC 2026.
MVA Rare Disease Hackathon 2026Vision
A genome-to-genotype call for one child in SageBio’s rare-disease hackathon. The organisers’ scorer returned a full match.
CUDA Blackwell LabsSystems
Twenty-two CUDA labs on a DGX Spark, from memory probes to hand-written FP4 tensor-core instructions.
Agentic structure-from-motionSystems
An RL agent that calls geometric tools on hard structure-from-motion pairs. An implementation of Gabriele Berton's research idea, still in progress.
Causal-JEPA reproductionVision
An independent reproduction of Causal-JEPA, object-level latent masking. I did not write the paper.
GOT-JEPA surgical tool trackingVision
Public code for GOT-JEPA multi-object tracking of surgical tools on CholecTrack20, separate from the phase-recognition paper.
iQuHACK 2026 NVIDIA LABSQuantum
Guide for Team Cubits on NVIDIA’s LABS challenge at iQuHACK 2026.
PCOS edge agentSystems
A local-first router that decides which on-device model, memory store or cloud service answers a request, across Chrome, Android, iOS and a Pixel Watch.
QuantumForgeQuantum
A Rust statevector simulator with a Qiskit bridge, benchmarked against NumPy and Qiskit Aer from 4 to 26 qubits.

Bradford Quantum Hackathon 2025Quantum
At Bradford Quantum 2025, Quantum Buddies used lambeq and Quixer to tell promoters from non-promoters on GRCh38.
YQuantum 2025 (Yale)Quantum
Quantum Rings virtual-track win at YQuantum 2025, with Alisa Petrusinskaia, on a generalised Shor implementation.
AIMS: Surgical Phase DetectionVision
DINOv2 models for endoscopic surgical workflow at AIMS, later an ISBI 2026 paper.
MSc Thesis: Surgical Video PredictionVision
A VAE–Transformer for surgical video prediction: +2.36 dB PSNR over the chosen baselines, at 22 FPS.
NQCC UK Quantum HackathonQuantum
Participant on the Rolls-Royce hydrogen-on-nickel challenge at the 2025 NQCC UK Quantum Hackathon.
City of London Quantum HackathonQuantum
Finalist at the City of London quantum hackathon, with QCBM and quantum-walk MCMC for market simulation.
Quantum BuddiesQuantum
A three-person collective I co-founded in 2025, for shared repositories and hackathon work.

Dalton Mills VR ReconstructionSystems
A VR reconstruction of Dalton Mills after the 2022 fire, for the Congruence Engine, built in Unreal Engine 5 with Leeds HELIX XR.
Pothole Detection (arXiv)Vision
Co-author of a YOLOv7 + ESRGAN preprint: 94.7% precision and 82.6% recall on the PNW table.
Multiview diffusion 3DVision
A public Hugging Face Space for multiview diffusion. The figure is a generated illustration, not a capture of a run.

JAX Diffusers SprintVision
Eighth globally in the 2023 Hugging Face JAX Diffusers sprint, with a ControlNet trained on TPU v4.
AWS AI/ML ScholarSystems
AWS AI/ML Scholar, 2022–2023. I trained PPO agents in DeepRacer and finished in the top 15% of the scholarship league.

Hopfield Networks & TSPVision
A 2022 sole-author arXiv note on Hopfield networks and simulated annealing for TSP.

B3tt3r: 3D ReconstructionSystems
Stereo reconstruction from image pairs, combining Mast3r and Spann3r.
CUDA Kernel DevelopmentSystems
A practice log of CUDA C++ kernels and CUDA-Q / cuQuantum exercises.
Deep RL & Hugging FaceVision
PPO, DQN, Doom, and PyBullet agents from the Hugging Face Deep RL course.
Gemma-Le: VLA PolicyVision
A compact vision-language-action policy in a LeRobot fork, with checkpoints on the Hub.
LGM: 3D Model GenerationVision
A Hugging Face Space that wraps LGM for image-to-3D.
Physics-Informed Neural NetworksSystems
CUDA notebooks for Navier–Stokes and Burgers-type equations, with physics-informed neural network experiments.
Qiskit on QubitQuantum
Qiskit notebooks on algorithms, variational circuits, and a little QML.
Quantum Continuous Thought MachinesQuantum
A hybrid quantum–classical recurrent sketch under Quantum Buddies.
Quantum Error CorrectionQuantum
Surface-code experiments in Stim.