Experience

Visiting Researcher

National University of Singapore, August 2021 - Present

Working under the guidance of Dr. Kokil Jaidka and Prof. Lyle Ungar (University of Pennsylvania)
Researching Multimodal and Graph-based approaches for context aware email reply prediction

Research Intern

Philips, May - July 2021

Built a document information extractor using open-source libraries in Python and Java
Finetuned LayoutLM model for Document Understanding on FUNSD dataset
Achieved Recall and Precision over 0.95 in extracting various fields from medical documents

Natural Language Processing Intern

FlexiEle, May - July 2020

Developed a Resume information extractor using NLTK and OpenCV and stored data in JSON format
Built and deployed a RASA based chatbot for tasks like leave management and stress assesment
Secured the chatbot with a custom HTTP input channel having JWT authentication to allow authorized access

Data Science Intern

Belief Systems, May - July 2019

Wrote python scripts to scrape data using BeautifulSoup and Selenium to create database for offline use
Cleaned and visualized client data using dashboards in Power BI to deliver actionable insights
Built a people counter app using OpenCV to keep track of people inside the shop using video from CCTV