Poonam Pai Email & Phone Number

Pune, Maharashtra, India

- Developed a Movie Recommendation Model based on given user ratings on different movies.- Conducted research on different machine learning recommendation systems.- Used Item based collaborative filtering approach for recommendation.- Derived solution combining different methods and implementing them.

- Researched on different data cleaning techniques, their usage and role in cleaning data.- Developed a Data cleaning algorithmn to clean any given dataset.- The dataset when passed through the algorithmn will clean any general or dataset specific inconsistencies and incorrectness.- My Project also got recognized to have been completed wonderfully during the Internship Program Success meeting.

- Worked in a team to complete the task of building a Privacy Preserving Model Using Differential Privacy.- Learnt and read research papers about PATE(Privacy Aggregation of Teacher Ensembles) and Membership Inference Attacks.- As a team we developed a Skin Cancer Classifier using PATE.- Evaluated the ML models based on privacy risks.