Victor Khamesi's Projects
🗣 Prediction of the likelihood of sharing disinformation on social media using different features, including age, education, personality traits, political beliefs, etc.
🐠 Recognition of 20 Mediterranean fish species using different state-of-the-art CNNs architectures, transfer learning and data augmentation.
✍️ Machine Learning pipeline to detect if a prospect will become a customer based on several features.
📄 Use of open-source OCR Tesseract to extract information from images and documents (flexible).
📚 Courseworks over the MSc Statistics at Imperial College London, Department of Mathematics.
📦 A Python package for online changepoint detection, implementing state-of-the-art algorithms and a novel approach based on neural networks.
🚲 Mini-project using open-source data to study bike-rental system in Mexico, build time series and models to make predictions.
🧬 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.
📈 Algorithmic Trading project using Machine Learning (ensemble methods) beating the benchmark proposed by QRT.
👾 Object oriented programming in Python of the TicTacToe game and development of an artificial neural network that learns to play on a game history.
🤖 Implementing Transformers from scratch in PyTorch.