Karim's Portfolio

Hey,
I'm Karim

a final year computer science student with a keen interest in machine learning and data science

About Me

I'm in my final year of Computer Science with AI at the University of Leeds, with a strong interest in machine learning and data science. My latest project involved working on my third-year dissertation, which focused on enhancing NLP chatbots using Retrieval-Augmented Generation (RAG) and fine-tuning techniques to improve university course teaching.

Alongside my studies, I've been integrating personal projects with my coursework to deepen my understanding of these concepts in practical settings. I'm continuously seeking new challenges and opportunities to expand my skills in this field!

My Projects

Third Year Project

Enhancing University Learning with Retrieval-Augmented Generation and GPT-3.5 Fine-Tuning

python RAG GPT-3.5 Fine-Tuning

Spotify Song Recommendations

A data science project focused on generating personalised playlist recommendations using cosine similarity

python scikit-learn numpy pandas

Airbnb SQL Market Analysis

An in-depth analysis of Airbnb data. Utilised SQL for data organization and extraction.

python MySQL Tableau scikit-learn

Predicting Cancer Mortality

Developing a regression model to predict cancer mortality rates in various US counties

python scikit-learn seaborn pandas

Titanic Survival Rate

Predicting survival through data preprocessing, feature engineering, and advanced machine learning techniques.

python scikit-learn numpy pandas

Minerva WebScraper

Created a web scraper to collect lecture files from Minerva Blackboard (used in third year project)

python selenium chromeDriver