Visual log

Gallery

Diagrams sketched straight from the pipelines I've shipped — each one rendered as a lightweight vector graphic so it loads instantly on any connection and stays sharp at any size.

Tiered Extraction

API → BeautifulSoup → Selenium, cheapest path wins.

Normalize(raw)

Regex, XPath, and Fuzzy Wuzzy reconciling three source formats into one schema.

Coverage Lift

API test coverage mapped from 20% to 95%.

K-Means (k=3)

Pixels clustered by RGB centroid distance for dominant-color extraction.

Runtime: 4h → 3m

A manual SQL-to-Python extraction routine, automated end to end.

Cross-Browser QA

Compatibility passes across Safari, Chrome, Firefox, and IE.