HDBSCAN Tuning for BERTopic Models

Build interactive topic modeling pipelines.

Topic modelling and analysis of different UK newspapers, primarily using BERTopic

Kaggle Gold Medal (13th Place) Submission to Google's LLM Prompt Recovery Challenge

A big data processing pipeline wich a topic modeling model (BERTopic) using Mastodon data

A modular, automated Python pipeline to extract insights from policy documents using NLP and LLM techniques. The goal of the project is to provide policymakers, researchers, and institutions with comprehensive insights into how different organizations are managing and regulating the use of Generative AI.

BoardTopic is a friendly way to understand your big data. BoardTopic uses state-of-the-art frameworks for topic modeling (BERTopic) and language models to help you analyze and makes sense of your data, no coding required.

Topic Modeling from Sentiment using BERTopic, Streamlit, and Snowflake

Scrape website content and extract topics

A data visualization dashboard powered by Dash framework & Python for Higher Education Institution (HEI) Online Reputation System (Final Year Project)

This projects contains a nlp pipeline for topic labelling with BERTopic

Adapted BERTopic pipeline for Topic Modeling the arXiv dataset

Image classification to detect autism spectrum disorder and analysis of the related scientific literature using NLP and data visualization techniques. Developed during 2nd year of study in Data Science (June 2023), together with my colleague Claudio Pezzoni.

Summarize App Reviews with NLP