Ramesh S's repositories
Citation_Network_Recommendation
This project develops a recommendation system by analyzing citation networks with GraphX on Apache Spark. It constructs a publication graph from citation data to enhance literature search and research insights, offering both interactive and test modes for flexible analysis.
AmazonReview_UsefulnessRanker
Predicts review helpfulness using the Amazon Book Reviews Dataset from 2003-2005, featuring NLP techniques and optimized memory usage.
Customer_Upgrade_Prediction
Predicts customer upgrade likelihood using logistic regression, random forest, and XGBoost. Features NLP techniques and memory optimization.
GenAI_Text_Classification_Evaluation
Evaluates a binary text classification notebook where GenAI misclassified labels. Demonstrating understanding of precision and recall allows for effective problem-solving and proposes threshold adjustments to improve model performance.
Customer_Ratings_Prediction
Predicts customer ratings on a scale of 1 to 5 using review and summary data. Employs XGBoost and LSTM models, showcasing data exploration, cleaning, and NLP feature engineering for accurate multi-class rating predictions.
Defaulter_Predictor_Fastapi_Flask
Builds and deploys a machine learning model for predicting defaulters using FastAPI and Flask. Includes components for model training, deployment configurations, and API access for both local and public domains.
habithow-site
site code for habit how app
Housing-Property-Price-Estimation
Housing Property Price Estimation in Greater London using R and QGIS.
Irish-Housing-Proj
Irish Housing Project
RShinyMusicBandApp
A Simple database service + GUI for storing information about music bands and their members using RShiny.