vkhamesi

ocpdet

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

proteins

🧬 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.

disinformation-social-media

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

fish

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

mpp-detector

✍️ Machine Learning pipeline to detect if a prospect will become a customer based on several features.

mpp-ocr

📄 Use of open-source OCR Tesseract to extract information from images and documents (flexible).

msc-statistics

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

predi-bici

🚲 Mini-project using open-source data to study bike-rental system in Mexico, build time series and models to make predictions.

qrt

📈 Algorithmic Trading project using Machine Learning (ensemble methods) beating the benchmark proposed by QRT.

tictactoe-ai

👾 Object oriented programming in Python of the TicTacToe game and development of an artificial neural network that learns to play on a game history.

vkhamesi

vkhamesi.github.io