⭐ Featured Work

Quantum ML

qvans - Variable-Structure Ansatz

Neural architecture search for quantum circuits. Collaboration with Los Alamos National Lab and Google's Alphabet X.

📊 60+ citations 📄 Published QMI 2023

Python PennyLane VQE

View on GitHub →

Reinforcement Learning

quantum-self-tuning

Production-ready RL library for quantum sensor calibration. Model-free agents for experimental self-tuning.

📊 30+ citations 🎤 6+ talks 📚 4 papers

Python TensorFlow RL

View on GitHub →

Production Tool

board-tex

Full-stack web app for real-time LaTeX equation rendering. Built with agentic AI collaboration.

JavaScript HTML/CSS LaTeX

View on GitHub →

Creative

🏆 hackaton_AI_music

Winner of Sónar Festival Hackathon 2021. Real-time RL for live music generation with Q-learning and SuperCollider.

🏆 1st Place

Python RL SuperCollider OSC

View on GitHub →

Quantum

qmonsprt

Sequential hypothesis testing for continuously-monitored quantum systems. Published in Quantum 2024.

📄 Quantum 8, 1289

Python Quantum

View on GitHub →

🔮 Quantum Machine Learning

QML

qsense-continuos

Deep RL for continuous-time quantum control. Large-scale TensorFlow implementation with automatic AI agent control.

Python TensorFlow Deep RL

View on GitHub →

QML

quantum-generative-AI

Generative AI with quantum computers. Quantum GANs and diffusion models for image processing.

Python Quantum GANs

View on GitHub →

QML

multivans

VAns implementation in PennyLane. Variable-structure ansatz in modern quantum framework.

Python PennyLane

View on GitHub →

QML

vans

Original VAns implementation. Variable-structure ansatz for variational quantum algorithms.

Python Quantum

View on GitHub →

🤖 Reinforcement Learning

RL

deep-quantum-discrimination

Deep RL experiments for quantum communications. Large-scale deep RL with continuous-time automatic control.

Python TensorFlow Deep RL

View on GitHub →

RL

qrec

Reinforcement learning recalibration library. Model-free calibration for quantum devices.

Python RL

View on GitHub →

RL

continuous

Deep reinforcement learning with TensorFlow. Continuous control problems and large-scale RL experiments.

Python TensorFlow

View on GitHub →

📚 Educational & Tools

Education

intro-2-QML

Hands-on introduction to Quantum Machine Learning. Code from scratch → PennyLane → CUDA-Q with Jupyter notebooks.

Python Jupyter PennyLane

View on GitHub →

Education

castellers

QML course materials and tutorials. Educational content with hands-on exercises.

Python QML

View on GitHub →

🔍 Scientific Discovery

Research

sandra

AI-driven scientific discovery. Dynamical law extraction using SINDY and RNN.

Python ML SINDY

View on GitHub →

Research

qmon_sindy

Quantum monitoring with SINDY. Real-time quantum system analysis and nonlinear dynamics identification.

Python Quantum SINDY

View on GitHub →

48+ repositories · 115+ citations · 9 papers · H-index: 4

💻 View all on GitHub