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1. book-rec-system book-rec-system Public

   An end to end book recommendation system using collaborative filtering. Users can rate books and get book recommendations. Frontend in Flask.

   Jupyter Notebook

2. sentiment-stream sentiment-stream Public

   An end-to-end real-time data streaming pipeline that leverages Kafka and Spark Streaming to analyze social media sentiment trends.

   Python

3. bayesian-football-match-prediction bayesian-football-match-prediction Public

   Using Bayesian Modelling to predict Premier League football match wins. See Medium blog post.

   Jupyter Notebook 2

4. carbon-tracker-airflow carbon-tracker-airflow Public

   Building an ETL pipeline using Apache Airflow for orchestration, with visualizations created in Metabase. The entire project is containerized using Docker.

   Python

5. reddit-project reddit-project Public

   A reddit sentiment analysis application. Allows users to search for a subreddit and get a sentiment report of the overall subreddit and posts within the subreddit. Built using streamlit.

   Python 3 1

6. british-airways-project british-airways-project Public

   My work from the British Airways Virtual Experience Program on Forage. Project included webscraping and then analysing customer reviews using NLP. Then building a predictive model to understand fac…

   Jupyter Notebook