Quantum Leaps


Hello, I’m Joe. Here I’ll be documenting my research, studies and work in quantum focused on:

AI  //  Computing  //  Deep Learning  //  Software Engineering

Quantum Computing

Quantum computing lies at the intersection of quantum physics, computer science, and information theory. My work involves:


Theoretical Research


Mathematical Concepts & Foundations


Quantum Algorithm & Software Development


Simulation & Analysis

R & D

Research and exploration into:

  • Quantum state spaces
  • Quantum measurement
  • Entanglement
  • Standard quantum algorithms
  • Quantum information processing
  • Quantum key distribution
  • Teleportation

Quantum Software Engineering

Leveraging frameworks, libraries, SDKs & design tools for:

  • Writing, manipulating, and optimizing quantum circuits
  • Quantum circuit simulation
  • Quantum Approximate Optimization Algorithm (QAOA)

Quantum Hardware

State-of-the-Art in:

  • Superconducing Qubits
  • Trapped ions
  • Photonic Qubits
  • Majorana Fermions
  • Quantum Annealers
  • Universal Gate Quantum Computers

AI & Deep Learning

Research and hands on development in hybrid quantum-classical convolutional neural networks, machine learning for quantum control, layer-wise learning for quantum neural networks, quantum dynamics learning, generative modeling of mixed quantum states, and learning to learn with quantum neural networks via classical recurrent neural networks.


Construction of Quantum datasets, models & control parameters


Producing classical probabilistic solutions from quantum measurements


Training and execution of quantum circuits with parallel computation across clusters of hybrid quantum systems


Maximizing extraction of useful insights from NISQ-era architecture