Currently heading a team of three to write a research review on the Importance of Artificial Intelligence in Prenatal care.Have completed literature review for the same.Wrote about various assessment and diagnosing techniques of the fetus.

Led a student team of 3 members and PI on a book chapter publication project that discusses the integration of AI and Big Data in agricultural processesTook a deep dive into the hardware components like sensors and drones used to measure various data points and potential features for analysis.Performed an in-depth analysis of the various data cleaning, pre-processing, scaling and normalization techniques required before putting agri-data through a Machine Learning algorithmAlso considered the ethical concerns regarding agri-data and looked into the best industry practices on how to safeguard them.

Learnt hands-on about the Machine Learning Life Cycle, making a deep dive into every single stage of the process from collection of the data to deploying the model on the web.Learnt various ML and DL algorithms and understood which of ML or DL would apply to a certain real life use-case. Also understood the mathematics behind each model.