Supporting Anti Ransomware efforts within the Research and Data Science group

Building statistical models with website visits data to determine customer churn and correlations between website visits and orders placed with respect to geolocation, search queries, references and other parameters. Conducting competitor analyses to determine best business practices driven by data science techniques.

Exploring Generative AI capabilities to produce data files of various extensions and log files. (OpenAI-GPT, Python). Feature engineering for maximum explainability of ransomware attacks based on User Entity Behavior Analytics. Machine Learning models to predict the occurrence of ransomware attacks by identifying malicious files and users.

Working with the Ocean Data Lab on building and maintaining OOIPY, an open source Python library for easier access to working with ocean acoustics data and adding functionalities to generate visuals and insights from the data. (https://ooipy.readthedocs.io/en/latest/)Also built Ocean Noise Explorer, a web application which serves as an open-source platform for accessing and visualizing the OOI Hydrophone data in the form of Low and High Frequency Spectrograms, Octave Bands and Power Spectral Density Plots. (https://ocean-noise-explorer.readthedocs.io/en/latest/)Advisor: Prof. Shima Abadi

• Worked as a data engineer in the AES Analytics team, analyzing data of trading summaries, generating reports & developing algorithms for making the trading logic more optimal towards beneficial trades and robust towards handling transactional or market irregularities. Also handled ETL processing, report generation and managing the data processing pipeline.• Played a pivotal role in migration of existing code base from Netezza to Snowflake warehousing software.• Technologies used were Python, R, SQL, Snowflake

Worked as an Intern in the Prime Services team for 2 months, getting valuable experience and exposure to the culture of an investment bank and learnt quite significantly about the technology aspect of the bank.

Worked in developing and adding analysis charts and reports and reworking the frontend and design for the company website and deploying it successfully.

Developed a desktop application for an Optical Character Recognition based system to digitize hospital prescriptions.