Course Project

Research Workflow Automation System

Overview Academic research involves repetitive, time-consuming tasks: data cleaning, literature searches, statistical analysis, figure generation, and writing. This system automates the entire research pipeline—from data to final PDF—with a single prompt and zero human intervention.

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Global Breast Cancer Clinical Trial Visualization

Overview This project visualizes the global landscape of 16,170 breast cancer clinical trials spanning from 1971 to 2027. Using data from the AACT-CTTI database curated via MeSH terms and condition-based filtering, the tool supports researchers and policymakers in generating hypotheses and identifying critical research gaps.

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Menufesto: Agentic RAG Dish Translator

Overview Developed a sophisticated translation application that uses Large Language Models and Retrieval Augmented Generation (RAG) to provide culturally accurate descriptions for Chinese dishes.

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Toxic Comment Detection

Overview Built a reproducible pipeline to detect toxic social media content, focusing on the efficiency-accuracy trade-offs between various transformer architectures.

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Spatial Characterization of Cell Type Proximity in the Developing Mouse Brain

Overview We studied how maternal immune activation reshapes the spatial organization of brain cells during development using large scale MERFISH spatial transcriptomics data covering over 148,000 cells.

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