Lab

Lab project

Local AI Operator

A broker/actuator system that lets a local LLM propose real changes to a live Docker application, while a separate service enforces human approval, checkpointing, and automatic rollback.

Docker · MCP · Local LLM · PowerShell
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Lab project

AI-Assisted Presentation Pipeline

A Python pipeline that turns a curriculum spec into an editable, correctly-formatted slide deck -- a local model authors the content plan, a frozen renderer owns every pixel.

Python · python-pptx · matplotlib · Local LLM
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Lab project

Website Rebuild

A from-scratch Astro rebuild of this portfolio site, deployed on Cloudflare Workers, with a résumé and case studies that are generated from the same structured content instead of duplicated across pages.

Astro · TypeScript · Cloudflare Workers · GA4 / GTM
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Lab project

E-Commerce Analytics Lab

An end-to-end analytics case study on a synthetic e-commerce dataset — BigQuery data modeling, Python statistical analysis, and a custom interactive Plotly.js experience, from raw data to a quantified business recommendation.

BigQuery · SQL · Python · pandas · statsmodels · Plotly.js
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