projects
Each project gets a full write-up: the question, the data, the approach, the results — and the limitations. Statuses are kept honest as work progresses.
portfolio in progress
Built in public — projects marked “planned” show the question and intended approach now, and get complete write-ups with results as they’re finished.
- 2026-07-15In progress
Customer Churn Prediction
An end-to-end classification project — from exploratory analysis and feature engineering to model comparison and an honest evaluation of what the model can and cannot predict.
classification · scikit-learn · pandas · feature engineering
- 2026-08-01Planned
Exploratory Data Analysis — [Public Dataset]
A deep exploratory analysis of a public dataset — data cleaning, hypothesis generation, statistical testing, and a clear written narrative of the findings.
eda · pandas · statistics · data storytelling
- 2026-08-15Planned
Interactive Dashboard
A dashboard that turns a raw dataset into a small set of decision-focused views, with notes on the metric choices and design decisions behind it.
visualization · dashboards · streamlit · metrics
- 2026-09-01Planned
SQL Analytics Case Study
A business-question-driven SQL project — schema exploration, progressively complex queries, and a summary of what the data says.
sql · analytics · window functions