A practical guide to topic mining and interactive visualizations

In the wild extraction of entities that are found using Flair and displayed using a very elegant front-end.

A simple Flask website for all NLP tasks which includes Text Preprocessing, Keyword Extraction, Text Summarization etc. Created Date: 30 Jan 2019

Amber Heard Social Network Analysis of Disinformation/Influence Operations, Bots, & Crime Across-Platforms. - Twitter, Reddit, YouTube, Instagram, Change.org, Facebook, Tumblr, TikTok. To create Foundations to Help victims of bots, cyberabuse, domestic abuse, coercive control, crime, & disinformation operations. We want to Save Lives & help part…

基于字符级卷积神经网络的细粒度的中文情感分析以及具体的应用，将顾客打分和评论情感进行两极映射，使用数据自动标注和基于弱监督预训练的数据增强方式自动扩充和优化数据集，实验证实了在情感分类中，使用本文的字符级卷积神经网络(C-CNN-SA)可以在不依赖分词的情况下，达到的精度和 F 值均高于词级粒度。并将模型上线使用，利用tensoflow+flask restful做出的后端服务化，具体的项目细节和讲解看右面的ppt

Predict the toxicity rating of comment made by the user.

An Encrypted Automatic Multiple-Choice Question Generator for Self-Assessment Using Natural Language Processing

A web app to generate questions for PDF DOC you upload on-the-go!

Guide for engineers interested in NLP machine learning

A collection of my data science articles published in Towards Data Science and Towards AI.

Presentation for IBM Community Day AI

Application that predicts the number of stars that of a Yelp Review in realtime as a reviewer types it. Runs as a microservice-based application using Node.js, Python, and Docker. Displays results from Google Natural Language API and a custom trained classification models.

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.

Novel character relationship analytics system

Resume Shortlisting And Ranking Tool - RSART

Projects which were completed as part of assignments of Great Learning's PGP in Artificial Intelligence and Machine Learning

This is a Generative AI bot fine tuned to become a Professional resume writer. It used Meta's LlaMA 2 LLM with langchain. System Prompt has been changed in order to change profile of AI.

This project is a Django-based web application that focuses on resume analysis and scoring using advanced Natural Language Processing (NLP) techniques and machine learning models, including LSTM-based classification.

A flask app for speech extraction of news with the application of `sentence embedding` and `pyltp`