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Glued to any computer since 2005. πŸ§‘β€πŸ’»
:octocat:
Glued to any computer since 2005. πŸ§‘β€πŸ’»

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Ryukijano/README.md

Hi, I'm Gyanateet Dutta

Quantum Computing | Machine Learning for Sciences | Computer Vision & Robotics | Scientific Computing

PS I don't spaghetti mumbo these areas, I think of them as tools to learn ideas from to use in each other.

Typing SVG

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Website Email

Profile Views

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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


πŸ† GitHub Trophies

trophies


🎯 Recent Work

Project Description

| My paper "Self-supervised Transformers for surgical phase recognition" has been accepted for ISBI 2026. | 🧬 Bradford Quantum Hackathon 2025 (Winner) | Quantum-classical hybrid system for genomic sequence prediction | | πŸ€– Gemma-GR00T Vision-Language-Action | Compact VLA policy for robotic manipulation with SigLIP + Gemma 3 + ScaleDP | | πŸ† City of London Mayor Quantum Hackathon (Finalist) | IBM quantum computing applications | | πŸ”¬ 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

πŸ’­ Random Dev Quote


🐍 Contribution Snake

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

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  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. Deep-Reinforcement-Learning-and-Hugging-Face Deep-Reinforcement-Learning-and-Hugging-Face Public

    Jupyter Notebook 1

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

    Implementations using torchSDE library from Google Research.

    Jupyter Notebook 1

  4. 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

  5. Nvidia-Cosmos-Cookoff Nvidia-Cosmos-Cookoff Public

    Python 1

  6. syndrome-net syndrome-net Public template

    Jupyter Notebook