Decoding patterns, predicting possibilities.
University of Michigan | IIT Roorkee
I'm a Master's student in Data Science at the University of Michigan, Ann Arbor, passionate about transforming complex data into meaningful insights. I've worked with diverse datasets ranging from financial trends and sports analytics to NLP and predictive modeling, leveraging machine learning, statistical analysis, and visualization to drive impactful solutions
Actively seeking full-time opportunities in Data Science & ML from May '25.
Rocket Mortgage | May 2024 - Aug 2024
Worked on predictive modeling and data analysis to enhance mortgage approval processes.
University of Michigan - School of Information | Oct 2023 - May 2024
Beta tested and improved Business SQL and Applied NLP courses to enhance student learning.
MedTourEasy | Sept 2022 - Oct 2022
Predicted blood donations using statistical modeling and data visualization techniques.
University of Michigan - School of Public Health | Ongoing
Building relational databases and analytical dashboards for an mHealth research study using RShiny.
Evaluated ranking models for a lyrics-based search engine using MAP, NDCG scores, for statistical and semantic ranking models.
Learn MoreAssessed 50,000 soccer matches through statistical analysis, data manipulation, and classification modeling to uncover match outcome patterns.
Learn MoreUsed NLP & ML on the MIND dataset (100k+ articles) for news categorization, sentiment analysis, and personalized recommendations.
Learn MoreMachine learning-based travel mode prediction using NHTS 2017, analyzing income, fuel prices, and vehicle usage for sustainable transport planning.
Learn MoreAnalyzed and classified tweets by sentiment using machine learning, applying text analysis techniques like tokenization and lemmatization.
Learn MoreDeveloped an optimal pathfinding algorithm using priority-based search to simulate a miner’s escape, implementing multiple priority queue structures.
Learn MoreApplied graph algorithms to optimize travel routes, solving MST and TSP problems with heuristic and branch-and-bound techniques.
Learn MoreDesigned a relational database for a social media platform using SQL and ER modeling, integrated JDBC, and migrated analytics to MongoDB.
Learn MoreBuilt a search engine from scratch, implementing indexing, ranking models, learning-to-rank, deep learning retrieval, and personalization across five phases.
Learn MoreProficient in data science and cloud computing. Adept at working in cross-functional teams, problem-solving, and effectively communicating technical insights to drive impactful solutions.
DOW Sustainability Fellow (2024)
Content & Research, Girl Up Now (2020-2021)
Engaged in sustainability initiatives and gender advocacy efforts.