A recent graduate with a Master's degree in Data Analytics Engineering. A software professional with 3+ years of industrial and academic experience in data analysis, visualization, and modeling. Certified with AWS Machine Learning - Specialty, Tableau.
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Experience
https://www.linkedin.com/in/vidhyasri-ganapathi/
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Projects
1. Natural Language Processing:
Irony detection in online social media using models like SVM, CNN using TensorFlow, and predicted whether a given tweet has irony/sarcasm using a binary classifier and the type of irony using a multi-class classifier.
Developed the features of the data using GloVe and TF-IDF weights.
Visualized the results to gain insights on the user groups that posted the greatest number of ironic comments, all using Python.
2. ML/Predictive Modeling:
Worked on a Costa Rican poverty prediction dataset from Kaggle. Built ML models like Multi-class logistic regression, SVM, KNN to predict the poverty level. Performed data preprocessing, exploratory analysis, and visualized the predicted results to get insights, all using R.
3.ML/Predictive Modeling:
Worked on the early prediction of students' grades by building predictive models like SVM, XGBoost using GridSearchCV, LightGBM, Random Forest using Python. Developed a simple dashboard to visualize the prediction using Dash,