Projects

IBD Mycobiome Dashboard
Dashboards
R
Shiny
Quarto
statistics
bioinformatics
data visualization

Shiny dashboard and statistics site linking gut fungi, diet, and inflammation in IBD, built with a hospital partner.

Sep 24, 2026

Product Search RAG
Machine Learning
Python
NLP
information retrieval
RAG
LLM
Streamlit

A Streamlit app comparing keyword, semantic, and hybrid product search, with RAG answers from product reviews.

Sep 24, 2026

Modelling Beyond a Straight Line
Water Quality
R
statistics
environmental science
regression

A practical guide to modelling water-quality trends that curve, plateau, or shift, from piecewise regression to GAMs.

Aug 20, 2026

Temporal Trend Analysis
Water Quality
R
statistics
environmental science
time series

A reproducible R workflow for detecting linear, monotonic water-quality trends and comparing them across monitoring areas.

Aug 14, 2026

TempTales: Global Temperature Explorer
Dashboards
Python
Shiny
DuckDB
Altair
Plotly
CI/CD
LLM
data visualization

An interactive Python Shiny dashboard for exploring 150 years of global temperature trends, with an AI assistant.

May 1, 2026

Water Quality Data Harmonization Pipeline
Water Quality
R
ETL
environmental science

An R pipeline that turns multi-lab water-quality data with mixed units and naming into clean, analysis-ready tables.

Jan 1, 2025

MIT Capstone: Applied Data Science — Leveraging AI for Decision-making
Machine Learning
data science
presentation

Customer segmentation using PCA, t-SNE, and five clustering methods, compared by silhouette score.

Dec 1, 2023
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