AlzheimerRAG - Multimodal Retrieval Augmented Generation for PubMed Articles
Implemented a Multimodal RAG application for clinical use cases, primarily focusing on Alzheimer's disease from PubMed articles.
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DragonVerseQA - Open-Domain Long-Form Context-Aware QA dataset
Open-Domain Long-Form Multi-dimensional Context-Aware QA dataset based on fantasy universe genre of TV series “House of Dragons” and “Game of Thrones”.
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Auto-AAQA - Automated Answer Aware QA Pair Generation
Generation of QA pair dataset using task-based abstractions through the pipeline approach.
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Sentiment Analysis on Game of Thrones tweets for Season 8
Analysis of sentiments of different characters by calculating polarity scores and predicted season outcome by applying logistic regression over the model dataset sample using train test split.
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TREC Clinical Trials Track 2023
Retrieval of most relevant clinical trials from PubMed Data based on provided topic tracks utilizing natural language processing techniques and neural language models. Employed Sentence Transformer and Doc2Vec models for feature extraction and then reranked the articles based on Cosine similarity scores.
Earthquake data visualization
Leaflet plot for Earthquake Data from USGS based on latitude and longitude
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Belly Button Biodiversity
Interactive dashboard to explore the Belly Button Biodiversity DataSet.
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UFO Sighting Dataset
JavaScript and DOM Manipulation to filter dataset based single or multiple search categories
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Spotify Visualization
Analysis of Spotify Million Playlist Dataset to extract and visualize top artists and tracks by each region. Tools Used: JVectorMaps(native JS library), Python, Pandas, Jupyter Notebook, Plotly.JS
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Mission to Mars
Web application to scrape Mars data and displays the information in a single HTML page. Tools used : Jupyter Notebook, BeautifulSoup, Pandas, Requests/Splinter, PyMongo and Flask.
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Latitude Visualization Dashboard
Latitude - Longitude Analysis Dashboard of over 500+ cities comprising of different parameters like Cloudiness, Humidity, Max Temp,Wind Speed
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Climate Analysis and Exploration
Climate Data exploration and analysis using Python, SQLAlchemy ORM queries, Pandas, and Matplotlib.
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Stack Overflow Visual Recommender
Responsive visualization recommender tool on stack overflow dataset based on search categories in user controlled interface
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Inspection Ratings of Chicago Restaurants
Extract, load and transform on chicago food inspections dataset using Pandas for data munging, SQL for storing transformed data and Python, Mongo and Flask App for the load
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Revenue/Expenditure impact on K-12 School Student performance
Analysis of regional expenditures/revenue in K-12 schools affecting the performances of enrolled students.
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Data Journalism using D3
Interactive Data Visualization using D3.JS on U.S. Census Bureau and the Behavioral Risk Factor Surveillance System dataset
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Pymaceuticals using Matplotlib
Analysis of mice response to treatment on anti cancer drugs
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Heroes of Pymoli
Data Analysis for fantasy game Heroes of Pymoli to provide insights of game's purchasing data including Player Count, Purchasing Analysis, Gender Demographics.
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Election Data Analysis
Interactive Data Visualization using D3.JS on U.S. Census Bureau and the Behavioral Risk Factor Surveillance System dataset
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Mini messaging service
RESTful Web Application developed through a Spring Boot project implementing the backend messaging services inspired by Twitter.
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Secure Banking System
Online Banking System for secure online transaction with security features and user account management using Spring MVC and Security, JSP, Hibernate, MySQL
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