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WORK & RESEARCH
My projects
Completed
Independent
2025 - present
ClassPulse - See the Fog. Clear it Together.
Structured website that makes student confusion visible, evading classroom hesitance and offering teachers real-time feedback with a single click.
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ClassPulse
Ongoing
MIT Koch Institute
2026 - present
Machine Learning in Cancer Research – Building an AI Model
Applying machine to a biological setting in order to create an AI model that can predict age, diet, and treatment of sample mice used in colon cancer research given recorded genetic information.
So far: Data organization and filtration process
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Completed
University of Chicago
2026
Developing ML Models/Advanced Visualizations to Analyze NY State Taxi Data & Create Predictive Algorithms
Collaborated in a team of three to form a final project and presentation given famous New York taxi datasets. Contains price estimation algorithm, interactive heatmap & video timelapse, and visualizations using Python and machine learning models.
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Completed
Brown University
2025
Cleaning and Analysis of Real Patient Biosensor Data
Data cleaning and analysis of a real dataset from biosensor software used to regulate alcohol consumption.
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Completed
MIT Koch Institute
2025
RNA-Seq Data Analysis - Research of PDAC (Pancreatic Ductal Adenocarcinoma) for Iron-supplemented vs. Control Diet in Mice
A complete data analysis with potential conclusions for the effects of dietary alterations (high-iron vs. control) on pancreatic cancer in mice.
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Completed
Wellesley High School
2026
Breast Cancer Prediction Algorithm with Java
Using AP CSA Java knowledge to create an algorithm that can categorize breast cancer tumors as low, moderate, or high risk of malignancy.
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Secil Uluderya
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