Topic modeling for NYT articles.

Custom word embeddings created from latent features generated by gensim and hugging face models

Creating a semantic search engine by making use of genism-topic modelling and flask framework

Food Finder: An interface for a multi-user recommendation system.

Analysis of social media conversations surrounding COVID-19 in Singapore

This repository contains various small Natural Language Processing based projects including text summarization using Spacy and N-grams, along with word predictions.

Stylometry approach detecting writing patterns and changings using NLTK, XML-roBERTa, Gensim topic modelling and unsupervised-PCA learning

This project is an unsupervised NLP-based recipe recommender system designed to provide personalized recipe suggestions. The system employs content-based filtering techniques, utilizing cosine similarity to measure the resemblance between user inputs and a database of recipes.

News article classifier trained using a training set of FOX and CNN political articles.

This is a Jupyter Notebook where I compared lyrics of two of my favorite music artists using a machine learning library in Python called scikit-learn and some NLP techniques.

A Project on Topic Modeling using alogoriths like LSA/LSI, LDA, NMF on RACE dataset

2023년 11월 대한산업공학회(UNIST) - Developing data-driven QFD: A systematic approach to employing text information using product manuals, 2저자

2023년 7월 논문게재(한국벤처창업연구) : COVID-19에 따른 글로벌 창업 트렌드 분석: Cruchbase를 중심으로(Analysis of Global Entrepreneurship Trends Due to COVID-19: Focusing on Crunchbase, 1저자

[University_SWContest2021] Social-media 기반의 텍스트 마이닝

Web scraping to gain company insights. Scraping and analysing customer review data to uncover findings for British Airways

In this project, I explore a TripAdvisor hotel review dataset with the LDA algorithm, Rapid Keyword Extraktion (RAKE)

기관 협업 공동 연구(23.08~12) - 한국기초과학지원연구원(Korea Basic Science Institute)

NLP experiments on web rock-based news articles using Python