Market tape

Local market tape

USAAPL$--.--warming feed
IndiaRELIANCERs --.--waiting on quote
LiveCricketscores on deckipl, football, hoops
USAAPL$--.--warming feed
IndiaRELIANCERs --.--waiting on quote
LiveCricketscores on deckipl, football, hoops

Local fallback

Behind the build.

A closer read of the decisions, tradeoffs, and structure behind Scene Stadium ingestion pipeline.

project.exeProject 02
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Project 02

Scene Stadium ingestion pipeline

A local sports and entertainment scraping workflow that collects content from smaller sources, cleans it, exports it, and writes it into the Mega Insta data flow.

PythonPowerShellMySQLTask Scheduler

Scene Stadium is one of the clearest examples of the kind of automation work I enjoy: focused, operational, and useful immediately. The scraper pulls sports and entertainment stories from smaller sites, prepares the records, and stores them in the `megainstadb.entertainment_content_items` table.

The project includes manual runs, export files for inspection, and Windows Task Scheduler support for morning and evening execution. It is not flashy work, but it is exactly the kind of system that saves time, improves consistency, and turns a messy repetitive task into a dependable pipeline.