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vkhamesi/README.md

I'm a Ph.D. student in Statistics and Machine Learning at Imperial College London working on distribution shift detection in multivariate sequential data. Here is a brief recap of my journey:

  • 📦 Amazon Science - Data Scientist - Representation Learning, Recommender Systems, Statistical Machine Learning, Natural Language Processing (1 year)
  • 🔬 Imperial College London - M.Sc. in Statistics - Research Master Thesis on Convolutional Neural Networks for Online Changepoint Detection (1 year)
  • 🔎 Research Project on Machine Learning for Selection and Ranking, applied to Portfolio Optimisation - Awarded First Prize by Google, HSBC, Société Générale, Sia Partners (1 year)
  • 🎓 École Centrale de Lyon - French Engineering Grandes Écoles - Major in Computer Science, Applied Mathematics, Machine Learning (2 years)
  • 📚 Lycée Janson de Sailly - Classe Préparatoire aux Grandes Écoles MPSI/MP - Mathematics, Physics, Computer Science (2 years)

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  1. ocpdet ocpdet Public

    📦 A Python package for online changepoint detection, implementing state-of-the-art algorithms and a novel approach based on neural networks.

    Python 22 2

  2. proteins proteins Public

    🧬 Fine-Tuning Large Language and Protein Models on a single T4 GPU via Distillation, Quantization and Low-Rank Adaptation to run inference on proteins functions.

    Jupyter Notebook 3

  3. fish fish Public

    🐠 Recognition of 20 Mediterranean fish species using different state-of-the-art CNNs architectures, transfer learning and data augmentation.

    Jupyter Notebook

  4. transformers transformers Public

    🤖 Implementing Transformers from scratch in PyTorch.

    Python

  5. msc-statistics msc-statistics Public

    📚 Courseworks over the MSc Statistics at Imperial College London, Department of Mathematics.

  6. disinformation-social-media disinformation-social-media Public

    🗣 Prediction of the likelihood of sharing disinformation on social media using different features, including age, education, personality traits, political beliefs, etc.

    Jupyter Notebook