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Home > Insights > Blogs > Karishma Singhal

Blogs

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Karishma Singhal
Data Engineering

Data Engineering

Moving Beyond the Messy Middle: How I Automated Regulatory Data Pipeline with Snowflake and Streamlit

Every data engineer knows the dread of a process that looks perfect on paper but relies entirely on manual intervention. Not long ago, I was managing a critical regulatory compliance data pipeline for a client. The raw ingredients were complex, multi-format regulatory list updates provided in Excel and CSV files. The destination was...

Karishma Singhal
Karishma Singhal June 4, 2026
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Python

Exploring Agentic AI for Automation

The other day, my client asked for something that sounded simple at first - he wanted an alert in his inbox whenever the date changed on a specific website. And, of course, the first thought that came to my mind was: “Yes, that’s doable with Python!” Because that’s what I have always done in my analytics journey - write code to...

Karishma Singhal
Karishma Singhal January 2, 2026
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Data Engineering

Mastering Data Modeling

As you progress in your journey from business intelligence (BI) development toward data engineering or analytics engineering, one of the core skills you need to focus on is data modeling. Data modeling is the foundation for any data architecture—whether you are building databases, designing ETL pipelines, or creating data warehouses....

Karishma Singhal
Karishma Singhal November 28, 2024
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