Time Series
Paused
This is repo contains a simple library for Time Series data problems, which tries to aggregate all steps of the analysis, from data preprocessing, to label/target prediction performance assessment, and graphical presentation.
Natural Language Processing
In Progress
This repo contains various notebooks and scripts with several NLP tasks, from ECB speach classification, to review summarisation and information extraction.
Podcast Project
In Progress
This Full Stack project focuses on Natural Language Processing (NLP) tasks, including Speech to Text tasks. The frontend utilizes JavaScript, HTML, and CSS, while the backend is powered by Python (FastAPI) and incorporates databases such as MongoDB and PostgreSQL.
API Development
Paused
An interpretation of the Python API Development course from Sanjeev Thiyagarajan. I have added several extra integrations (Grafana, Prometheus, etc), and some pre-commit hooks (black, isort, Flake8).
MLflow Exploration
In Progress
This repo contains various notebooks and scripts where I experiment with MLflow regarding experiment tracking, model evaluation, and registry, while using a docker container emulating MLflow server.
Large Language Models
In Progress
This is repo contains some apps built with LLMs and vector databases.