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Prachityagi12/README.md

Hi, I'm Prachi Tyagi

M.Tech Quantum Technology @ IISc Bangalore

Quantum Computing | Quantum Simulation | Quantum Error Correction


About Me

I am a Master's student in Quantum Technology at IISc Bangalore with a strong interest in quantum computation, quantum simulation, and quantum error correction.

My current focus is on:

  • Quantum circuit and physics-based simulations using Python
  • Circuit QED systems and superconducting qubit modeling
  • Understanding quantum error correction (stabilizer & topological codes)
  • Building numerical simulation pipelines for quantum systems

I am especially interested in how fault-tolerant quantum computation and scalable quantum architectures are implemented in real systems, and I am actively working toward strengthening my understanding in this area.


Current Interests

  • Quantum Error Correction (Stabilizer & Topological Codes)
  • Circuit QED & Open Quantum Systems
  • Photonic / Continuous-Variable Quantum Computing (exploring)
  • Quantum Simulation Tool Development
  • Fault-Tolerant Quantum Computing (learning phase)

Technical Skills

Programming

  • Python (OOP, scientific computing)
  • C, C++
  • SQL (MySQL)

Quantum & Scientific Computing

  • Quantum Computation Fundamentals
  • Quantum Circuit Simulation (Qiskit, QuTiP)
  • Circuit QED modeling
  • Quantum Error Correction (theoretical + learning stage)

Scientific Libraries

  • NumPy, SciPy, Pandas, Matplotlib

Core Foundations

  • Linear Algebra
  • Probability Theory
  • Data Structures (basic)

Projects

Transmon Qubit Simulation (Circuit QED) — Ongoing

GitHub: https://github.com/prachityagi12/transmon-qubit

  • Simulating superconducting transmon qubits coupled to resonators
  • Studying spectroscopy response in circuit QED systems
  • Investigating effects like photon-number splitting and power broadening
  • Analyzing qubit dynamics under varying drive and noise conditions
  • Extending toward time-domain simulations (Rabi oscillations, T1, Ramsey experiments)
  • Building a modular simulation pipeline for quantum system analysis

Quantum Error Correction (Learning Project)

  • Studying stabilizer formalism for fault-tolerant quantum computation
  • Exploring toric code syndrome extraction and logical operators
  • Understanding topological encoding of logical qubits
  • Currently learning extensions toward color codes and fault-tolerant gate ideas

Machine Learning / CNN (Academic Project)

  • Implemented CNN, ResNet, and PlainNet on CIFAR-10 dataset
  • Compared architecture performance and generalization behavior
  • Visualized loss landscapes using 3D and contour plots

Goals

  • Build scalable quantum simulation and QEC toolkits
  • Contribute to open-source quantum computing frameworks
  • Strengthen expertise in fault-tolerant quantum architectures
  • Work in quantum software / research engineering roles

Contact


Building toward quantum software systems that scale beyond simulation into fault-tolerant architectures.

Popular repositories Loading

  1. Prachityagi12 Prachityagi12 Public

  2. transmon-qubit transmon-qubit Public

    Simulation of transmon qubit and resonator spectroscopy in circuit QED using Python

    Jupyter Notebook

  3. CIFAR10-CNN CIFAR10-CNN Public

    CNN training on CIFAR-10 dataset

  4. quantum-algorithms-qiskit quantum-algorithms-qiskit Public

    Qiskit-based implementations of quantum computing algorithms for academic assignments.

    Jupyter Notebook

  5. topological-qec topological-qec Public

    Implementation and simulation of the Toric Code for Quantum Error Correction

    Jupyter Notebook

  6. qiskit qiskit Public

    Forked from Qiskit/qiskit

    Qiskit is an open-source SDK for working with quantum computers at the level of extended quantum circuits, operators, and primitives.

    Python