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rk68/README.md

About Me

I am a data science enthusiast with a strong foundation in physics and machine learning. I recently graduated with a BSc in Physics and will soon be undertaking a MSc in Data Science and Machine Learning. I have a passion for leveraging data-driven solutions to solve complex problems and create meaningful insights, showcased by a range of projects, both academic and personal.

Projects

Kinematic Reconstruction using Forward-Tagging at The Large Hadron Collider (Group Project)

  • Adapted and tested kinematic reconstruction code using C++
  • Co-authored the report in LaTeX/Overleaf (Grade: 79%)

A Convolutional Neural Network Neutrino Event Classifier

  • Developed classifiers and a regression model for neutrino images, achieving an F1 score of 0.81. The project was implemented in Python using Keras, Pandas, TensorFlow, and Numpy. Grade: 91%

Programming Languages: Python, HTML/CSS, LaTeX

Tools and Libraries: Keras, TensorFlow, Numpy, Pandas, Matplotlib, Sklearn, React

Interests: Machine Learning, Data Science, Financial Modeling, Blockchain ]

Pinned

  1. Neutrino-Classifier-ML-Project Neutrino-Classifier-ML-Project Public

    Machine learning classifier for neutrino event image properties e.g. flavour, interaction etc.

    Jupyter Notebook 1

  2. Muon-Experiment-Data-Analysis Muon-Experiment-Data-Analysis Public

    Supplementary data analysis vital to the muon lifetime measurement lab experiment

    Jupyter Notebook 1

  3. Kinematic-Reconstruction-Group-Project Kinematic-Reconstruction-Group-Project Public

    Group project report

  4. alexngys/Pokapoka alexngys/Pokapoka Public

    Polkadot hackaton

    TypeScript 1