Machine Learning & Deep Learning
Text summarization and Translation
Developed and deployed an end to end project using flask, where large articles are shortened to present the relevant and important information with text summarization technique using spacy library and the texts are translated from English to German using transformers.
Skills: Python, Spacy, Flask, Dockers
Automated Machine Learning Algorithms
Designed and developed end-to-end model on automating machine learning algorithms with Streamlit. Both classification and regression algorithms are used. Some of the basic EDA’s are also automated in the project.
Skills: Python, EDA, Viusualization, Streamlit, Logistic regression, Naive Bayes, Stochastic gradient descent, KNN, Decision tree, Random forest, SVM, Gradient boosting, XGboost, Linear regression, Lasso,
