Projects

Detecting LLM Hallucinations
Investigated why LLMs hallucinate using a graph-based evaluation framework with controlled prompts to observe inferences.
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Bank Term Deposit Prediction
Using machine learning to predict whether a client will subscribe to a bank term deposit.
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Galaxy Classifier
A deep learning computer vision project designed to classify galaxy images using convolutional neural networks.
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Text Classification on GLUE
Explored text classification on the GLUE benchmark using custom preprocessing techniques.
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NBA Home Attendance
Analyzed how NBA home attendance relates to team performance over the past decade.
Read more →Experience

Jun 2024 – Aug 2024
Data Science Summer Analyst @ JPMorgan Chase & Co.
Enhanced Chase's credit card acquisition strategy by uncovering temporal trends across 36 months of application data,
helping optimize the timing and structure of incentive offers. Leveraged advanced analytics — including machine learning, custom metrics, and intervention analysis —
to access customer responses and evaluated the competitive landscape.

Mar 2023 – May 2023
Data Science Intern @ Data Glacier
Conducted exploratory data analysis, tested multiple machine learning models, and facilitated model deployment to drive targeted
marketing and resource allocation for banking campaigns.

Jun 2022 – Aug 2022
Software Engineering Intern @ Ipsos
Delivered Python solutions across image processing, web scraping, CRUD operations, and AWS integration,
boosting efficiency and productivity.
Education

2024 - 2025
M.S. Data Science | University of Michigan
Developed expertise in probability and distribution theory, statistical inference, machine learning, and
computational methods, complemented by hands-on experience applying these techniques to real-world data
science problems.

2020 - 2024
B.S. Data Science, B.S. Economics | University of Michigan
Build a strong foundation in data structures and algorithms, machine learning, database systems, applied regression,
and advanced mathematics. Gained analytical expertise through the study of economic theory, econometrics,
and game theory.
> Research Experience
- Detection for Nuclear Nonproliferation Group
Developed Python suite optimizing neutron noise detection algorithms.
- Low-Impact Energy Technologies Lab
Built data pipelines to forecast power plant outages.