Let’s go!

I am always on the lookout for exciting opportunities to contribute to innovative projects and tackle challenges across diverse fields. If you have a role for me or are seeking a dedicated collaborator with an insatiable thirst for knowledge and a passion for building a smarter, better world, please reach out. Together, we can create a data-driven future that’s both thrilling and impactful!

Experience

• Data Scientist at Elutions Inc - June 2023 - Present
• Graduate Research Assistant at University of Florida - July 2022 - May 2023

Education

• MS in Computer Science from University of Florida, FL, USA - August 2021 - May 2023
• BTech in Computer Science & Engineering from Maulana Abul Kalam Azad University of Technology, WB, IND - August 2017 - July 2021

Areas of Interest

Applied and Trustowrthy Machine Learning, Differential Privacy, Multimodal Learning, Data Science, Statistical Analysis, Software Engineering

Skills

• Languages: Python, Java, C++, SQL
• Tools: GCP, AWS, Git, PowerBI, Tableau, Hadoop, Spark, Docker, MLflow, ZenML

Awards and Achievements

• Herbert Wertheim College of Engineering Achievement Award Scholarship - 2021,2022
• Director’s Choice Award for Best Student Contribution - 2021

Projects

• Stock Market Prediction using Tweet Sentiment Analysis

Built a sentiment analysis model (VADER) to extract meaningful features from the tweet data. Predicted closing price of stocks taking into account tweet sentiments in addition to analyzing previous trends.

• Can Machine Unlearning protect Membership Privacy?

Devised and deployed an image classification model, and applied machine unlearning using SISA. Validated how Posterior MIA reduces attack accuracy from 85% to 52% with an advantage of 0.05.