I didn't realize how much time I spent on cleanups until regex let me stop.

I wanted to extract phone numbers from scraped HTML. The regex worked for 70% of the data. Then it failed. Web data is messy. I found numbers formatted like this: - (555) 123-4567 - 555.123.4567 - ...

Instead of defining what a phone number looks like, I tell the model what I want. I let it find the boundaries. Here is my new process: - Extract raw text from the web page. - Send small text chunks ...

The Ultimate Data Streaming Guide: Digital Native Edition Built for technology companies born in the cloud, this guide explores how digital-native businesses use data streaming to power real-time ...

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AI Capability Demonstrated This project demonstrates a Hybrid AI Detection approach. Layer 1 – Regex Detection Uses regular expressions to identify: Emails Phone Numbers PAN Aadhaar Layer 2 – AI ...

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