Vulture Crow Game

• This project showcases an interactive game using JavaScript and the D3.js library.
• The game involves two characters, a Crow and a Vulture, navigating through a network of pits represented graphically on an SVG canvas.
• Extensive use of graphs

Play Game

Coal Mines and Methane Emission Analysis

• Conducted analysis to evaluate the correlation between coal mines and methane emissions, identifying trends and potential environmental impacts.
• Can easily be deployed on Streamlit.

GITHUB LINK

Stock Prediction

Models, Methodology: Logistic Regression, Random Forest, SVM, Neural Networks, TF-IDF Github link

• Implemented an innovative sentiment analysis approach for stock prediction, integrating ML techniques.
• Demonstrated the effectiveness of the innovative approach, achieved a 10% increase in accuracy.

Github link

POS TAGGING

Models, Methodology: Embedding, LSTM

• Part-of-Speech (POS) tagging is a fundamental task in Natural Language Processing (NLP) that involves assigning a grammatical category (such as noun, verb, adjective, etc.) to each word in a sentence. It helps in understanding the syntactic structure and meaning of text.
• The POS tags help in analyzing the grammatical roles of words in the sentence, which is useful for tasks like parsing, sentiment analysis, named entity recognition, and more in NLP applications.

Github link