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arrow-left-icon Blog > Posts by Umang Gupta

Insightful articles on everything data

Article

Build a Real-Time News Monitoring System to Track Trends Instantly

Access to timely news is critical for businesses, analysts, and media teams. Every minute, hundreds of articles and updates are[…]

Article

Delivering Competitive Intelligence 5X Faster: How a Consulting Firm Increased Project Margins

In consulting, every hour counts. Delayed intelligence can slow client recommendations, reduce project efficiency, and squeeze margins. For many firms,[…]

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How Hedge Funds Use News Data for Trading Signals

In financial markets, timely information can make the difference between profit and loss. Hedge funds increasingly rely on news data[…]

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Achieving 99.9% Data Uptime: How a Comparison Engine Eliminated Scraper Failures

For online comparison engines, continuous access to accurate product and pricing data is mission-critical. Scraper failures can disrupt feeds, cause[…]

Article

How to Scrape Google News Results in 2026

Google News remains one of the most widely used platforms for discovering breaking news, trending stories, and global coverage across[…]

Article

Aggregating 100,000+ Clinical Records: How a Research Organization Cut Manual Validation by 80%

Managing large volumes of clinical records is critical for research organizations, but manual aggregation and validation are time-consuming and prone[…]

Article

Top News APIs to Instantly Collect Real-Time News Data Like a Pro

News is published continuously across global media outlets, niche blogs, and industry portals. For businesses, analysts, and developers, manually tracking[…]

Article

Building a Proprietary AI Dataset in 4 Months: How a Startup Launched Faster Without Compliance Risk

Launching an AI product isn’t just about algorithms—it’s about the data that powers them. For startups, acquiring a proprietary dataset[…]

Article

How to Scrape News Websites Using Python: A Complete Guide

News is constantly being published across websites, blogs, and industry portals. For businesses, analysts, and researchers, manually tracking this information[…]

Article

Monitoring 50,000+ Financial Products Daily: How a Fintech Platform Gained Real-Time Competitive Advantage

For fintech platforms, timely and accurate competitor data is essential for strategic product and pricing decisions. Tracking thousands of financial[…]

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