Skip to content
View Ryukijano's full-sized avatar
:octocat:
Glued to any computer since 2005. πŸ§‘β€πŸ’»
:octocat:
Glued to any computer since 2005. πŸ§‘β€πŸ’»

Organizations

@Quantum-Buddies

Block or report Ryukijano

Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
Ryukijano/README.md

Hi, I'm Gyanateet Dutta (Ryukijano)

Researcher & engineer β€” quantum computing Β· machine learning Β· computer vision Β· robotics

Typing SVG

Researcher at the University of Leeds. I build practical AI and quantum systems β€” from selfοΏ½οΏ½supervised vision for medical imaging and vision‑language‑action policies for robotics, to quantum‑classical algorithms for scientific problems. Open‑source enthusiast β€’ Qiskit Advocate.

Hugging Face LinkedIn Twitter

Website Email

Profile Views

Animated GIF


Research Focus

Graduate student in Computer Science & AI at the University of Leeds, with research interests at the intersection of quantum computing, and machine learning. I also work on computer vision since I envision a world with intelligent robotics and autonomous systems. Currently working on practical applications of quantum algorithms and self-supervised learning methods for real-world problems. Proud Qiskit Advocate contributing to the quantum open-source community.


πŸ“Š GitHub Stats Overview


πŸ”₯ Contribution Streak & Activity

GitHub Streak

Ryukijano's GitHub Activity Graph


πŸ› οΈ Tech Stack

Languages & Frameworks

Quantum & Scientific Computing

Qiskit TORAX PennyLane NumPy SciPy TKET CUDA-Q CUDA C++

ML & Deep Learning

JAX scikit-learn Keras Candle OpenCV

Tools & Platforms

SLURM IBM Quantum CUDA HuggingFace AWS GCP Azure Isaac Sim MuJoCo Blender

🎯 Recent Work

Project Description
ISBI 2026 Paper Self-supervised Transformers for surgical phase recognition
Bradford Quantum Hackathon 2025 (Winner) Quantum-classical hybrid system for genomic sequence prediction
Gemma-GR00T Vision-Language-Action Compact VLA policy for robotic manipulation with SigLIP + Gemma 3 + ScaleDP
City of London Mayor Quantum Hackathon (Finalist) IBM quantum computing applications
Vision Research Intern @ Leeds Self-supervised learning for medical imaging and robotics

πŸ’‘ Current Work

πŸ”¬ Vision Research Intern @ University of Leeds

  • Self-supervised learning in computer vision for medical imaging applications
  • Vision-language models and perception systems for robotics
  • 3D reconstruction using Neural Radiance Fields (NeRFs) and 3D Gaussian Splatting

🎯 Research Interests:

  • Quantum algorithms and error correction
  • Quantum-hardware co-design with error correction stack
  • Machine learning for solving problems in sciences
  • Computer vision applications in healthcare and robotics
  • Physics-informed neural networks

🐍 Contribution Snake

snake gif


πŸ‘‰Always happy to connect if you have some interesting ideas and OFC OPEN SOURCE FTW!!

Pinned Loading

  1. ESRGAN_AND_YOLOV7 ESRGAN_AND_YOLOV7 Public

    Implementation for the final year project and the paper Improved Pothole Detection Using ESRGAN and YOLOv7

    Jupyter Notebook 4

  2. PyTorch-Differentiable-Stochastic-Differential-Equations PyTorch-Differentiable-Stochastic-Differential-Equations Public

    Implementations using torchSDE library from Google Research.

    Jupyter Notebook 1

  3. Self.Diffusion Self.Diffusion Public

    Python scripts or notebooks of different implementation of small scale diffusion networks for prototyping and then experimented with different datasets.

    Jupyter Notebook 3

  4. Cosmos-Sentinel Cosmos-Sentinel Public

    Jupyter Notebook 1

  5. syndrome-net syndrome-net Public template

    Python

  6. Gemma-Grook Gemma-Grook Public

    Jupyter Notebook 3