Projects

LLM project image

Detecting LLM Hallucinations

Python API

Investigated why LLMs hallucinate using a graph-based evaluation framework with controlled prompts to observe inferences.

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Reddit project image

Reddit Forum Classifier

Python NumPy scikit-learn

NLP model that classifies reddit text speech into happy, sad, and neutral moods.

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Galaxy project image

Galaxy Classifier

Python Pandas TensorFlow

A deep learning computer vision project designed to classify galaxy images using convolutional neural networks.

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Experience

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

Education

M.S. Data Science | University of Michigan
Focused on probability and distribution theory, statistical inference, machine learning, and computational methods, gaining hands-on experience applying these techniques to real-world data science problems.
B.S. Data Science, B.S. Economics | University of Michigan
Built 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.

Blogs

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Why Setting Goals are Overrated

July 14th, 2023

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blog1

Why I Chose Data Science

June 24th, 2023

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