Q&A chatbot powered by a Retrieval-Augmented Generation (RAG) approach to provide answers to neural network-related questions.

This project uses machine learning to create a personalized bookrecommendation system. By combining collaborative filtering and content-based filtering, it analyzes user preferences and book attributes to suggest tailored book recommendations. The system offers real-time updates and accurate predictions to enhance the user experience.

Image Search Engine

Assignments completed for CP423: Text Retrieval and Search Engines. Collaborated with Abigail Lee and Myisha Chaudhry

Recipe Genie is a recipe recommendation system that recommends recipes to users based on the ingredients they have at home.

Build an algorithm/model that can quantify the degree of similarity between the two text-based on Semantic similarity. Semantic Textual Similarity (STS) assesses the degree to which two sentences are semantically equivalent to each other.

Implemented various spellcheck techniques like cosine similarity, jaccard similarity and levenshtein distance. Open to any further contributions.

This is a book recommendation system based on the book rating data from GoodReads_100k dataset. The dataset contains 100k book.

Movie recommendation system based on popularity and also using KNN and Cosine similarity. 🎥🍿

Collaborative filtering based book recommendation model deployed using flask

This is a speaker verification system uses Total Variability and Projection Matrix. Intersession variability was compensated by using backend procedures, such as linear discriminant analysis (LDA) and within-class covariance normalization (WCCN), followed by a scoring, the cosine similarity score. In literature this approach named i-vectors.

Information Retrieval Lab

PDF extractor to pull relevant details from CVs in PDF format, and match them against the job descriptions from the Hugging Face dataset.

Full-Text Search Engine

Demos to test modelling and classification algorithms for face recognition

Mencari Kecocokan Antara Aku dan Dia Menggunakan Metode Cosine Similarity

This repository hosts a number of short data science solution with code snippets ready to be used in various data science applications

Codenames AI