Arya Chakraborty's Projects
Matchmaking dating profiles using Unsupervised Machine Learning and NLP. Medium articles in readme detail the process step-by-step.
This Flask application can be used to predict the air quality of a city of a certain date.
A content-based recommender system that recommends movies similar to the movie the user likes and analyses the sentiments of the reviews given by the user
The objective of this project is to build a model to automatically predict tags for a given a StackExchange question by using the text of the question & the tags.
This project presents the development of a career counseling bot that utilizes Quora data to provide users with valuable insights and recommendations for their career choices
The Code Generation Web App is a powerful tool that allows users to generate code snippets based on their programming prompts. With the integration of OpenAI's powerful API, the web application leverages the capabilities of AI to provide users with generated code tailored to their specific requirements.
Welcome to the repository for my conference paper on stock market analysis and predictive models. In this paper, I explore various models to analyze and predict stock market trends. I have employed a combination of traditional time series models and modern machine learning techniques to provide insights into stock price movements.
The purpose of this project is to design and build a scalable machine learning pipeline to predict given consumer complaint will be disputed or not.
customer-satisfaction
This repository contains code for a machine learning project focused on predicting the likelihood of a person having diabetes. The project includes the implementation of various classification models and an Artificial Neural Network (ANN) for classification.
Please feel free to explore the projects, review the code, and provide any feedback or suggestions. I am open to collaboration and eager to learn from the broader data science and machine learning community. Let's connect and learn together!
Unlock the power of Natural Language Processing (NLP) with our Automatic Document Summarization Model (ADSM), designed to effortlessly distill the essence of lengthy articles and research papers. Tired of drowning in information overload? Let our ADSM be your guide, providing crisp and coherent summaries, saving you valuable time and effort.
This project focuses on classifying the gender of individuals from facial images. It employs a combination of techniques including transfer learning, fine-tuning, and custom CNN models.
Photo Editing webapplication
Discover your next movie night with our Movie Recommender System! Explore personalized movie suggestions based on your preferences, powered by advanced recommendation algorithms.
This Repo contains codes for my Portfolio website. I have taken all the base code from html5.up. I just have added all details and other embedded links.
The task of this project is to Convert Natural Language to SQL Queries
Demonstration application showing how Neo4j works with Google Vertex AI Generative AI
Technical Portfolio
QuerioLingua is a Streamlit web application that allows you to generate SQL queries for your datasets using natural language prompts & text-davinci-003 as a base mode
SoTA LLM for converting natural language questions to SQL queries
Streamlit Component, for a Chatbot UI
Source code for the Streamlit Python library documentation
The project seamlessly melds diverse technologies, including Numpy, Seaborn, Matplotlib, Keras, and more, to seamlessly integrate data manipulation, visualization, and machine learning.
The Portfolio is live here
This is a Text Summarizer project