Information-Retrieval-Lab

Compute Sentence Embeddings Fast!

Document similarity algorithms experiment - Jaccard, TF-IDF, Doc2vec, USE, and BERT.

AutoCorpus is a tool backed by a large language model (LLM) for automatically generating corpus files for fuzzing.

A simple Django-based resume ranker website where recruiters post their jobs and candidates applies for their desired vacancies. The system gets the document similarity between the job description and the candidate resumes, generates similarity scores using the KNN model, and rank or shortlist the candidate resumes.

A web-app which can be used to get recommendations for a series/movie, the app recommends a list of media according to list of entered choices of movies/series in your preferred language using Python and Flask for backend and HTML, CSS and JavaScript for frontend.

A tool which can find your any document using semantic search

Document Similarity with Apache Spark using Locality Sesitive Hashing and Python

Portfolio Project.ipynb and Recommendation.py are the finalized Jupiter notebook scripts for this project. Other files are a work in progress to migrate into a web app.

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

Telegram Data Clustering Contest (Bossy Gnu's submission )