I have done a number of projects on machine learning. Here are some of my projects:
Human Activity Recognition (Apr-Jun 2020)
Location: Online
Brief Description: Performed it on data recorded from an accelerometer and gyroscope for eight different
activities. It works on a 2-D convolutional neural network.
Voice Chat Bot (Jan-Mar 2020)
Location: Delhi Technical Campus, Guru Gobind Singh Indraprastha University, Delhi
Team Size: 4
Brief Description: Uses NLP and speech recognition; recognizes human voice, and understands the query,
converting it to text. Suitable output is generated based on the similarity score by tokenizing the dataset.
Individual Role: Mapped similarity scores to the dataset and increased accuracy of speech recognition
Recommendation System For Movies (May-Jun 2019)
Location: Online
Brief Description: Works on content-based filtering to suggest the best films for the user. It uses correlation to
suggest similar movies to the user.
Sentiment Analysis on Amazon Reviews (Mar-Apr 2019)
Location: Online
Brief Description: Took dataset from Kaggle. Analyzed the extracted text to categorize into positive, negative,
or neutral sentiment. Lemmatization is done on the given text, followed by removal of stop-words and
punctuations. The text is classified into positive or negative using an SVM classifier.