Engineering notes
Ideas tested in production.
Field notes on full-stack development, AI systems, and the engineering decisions behind software that has to keep working after launch.

Field note
Published
document-intelligence
7 min read
Extract PDF tables with source-level provenance
Combine Azure Document Intelligence table structure with PyMuPDF text extraction to resolve reading discrepancies and trace cell values to their source.
- python
- pdf-extraction
- engineering
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Field note
Published
career
5 min read
From Curiosity to Code: My Journey Into Software Development
How I went from writing my first lines of code to building production AI systems and enterprise web apps the honest, unfiltered version.
- journey
- software-development
- personal
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