Prashant Giri

Background

About Prashant Giri

Having 3+ years experience in field of Data science, python programing and Mathematics. Worked on univariate and multivariate time series models like ARIMA, SARIMA, FB Prophet, HWES, VAR etc with different industries data. Make Fully Automatic ML (three options mechanism ) product with different regression and classification models like Linear regression, Logistic Regression, Decision tree, Random Forest, Naive Bayes, XG Boosting etc and generalization of all data pre-processing like handling missing values, outliers, encoding and feature engineering techniques like feature extractions, transformation, Scaling, Feature selection etc based on different scenarios. Worked on NLP problems, Text classification with different text datasets with RNN, LSTM, Transformer etc. Worked on Large Language Models (LLM) with use cases Text summarization and chat-bot (Questions Answer mechanism ) with different document files using LLAMA2, Falcon. Create Fast APIs and deployed. Create new activation function for multiclass classification and compare with SoftMax activation function. Good knowledge in Mathematics, Statistics, ML. Also I have a leadership quality and quick problem understandable.