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arrow-left-icon Blog > Posts by Umang Gupta

Insightful articles on everything data

Article

Enrichment for ML & Analytics: Grepsr’s Framework for Creating Feature-Rich Predictive Datasets

In enterprise AI and analytics, the quality and richness of datasets directly impact predictive accuracy, operational insights, and business outcomes.[…]

Article

Data Lineage and Auditing for Web Data: Ensuring Accuracy, Compliance, and Trust

In an increasingly data-driven world, enterprises rely heavily on web data to power analytics, AI models, business intelligence, and operational[…]

Article

Elevating Web Data: How AI Enhances the Value of Scraped Information

Access to accurate and structured web data is essential for organisations that rely on timely information to make operational and[…]

Article

How to Extract Property Listings Efficiently Using Web Scraping

Property listings are everywhere online. From portals to broker sites, the information you need is spread across multiple platforms. Manually[…]

Article

Analyzing Reddit Discussions for Product Feedback

Reddit is a hub of honest, user-generated discussions. Many people share detailed opinions about products, services, and experiences across relevant[…]

Article

How Grepsr Builds Production-Grade Web Data Pipelines for Large Teams

Managing web data at scale is a complex task. Large teams often struggle with data consistency, scalability, and reliability when[…]

Article

Metadata & Provenance Tracking: Grepsr’s Method for Auditable Data Lineage in Modern Pipelines

Data is only as valuable as the trust and transparency behind it. Imagine analyzing a critical dataset and later realizing[…]

Article

Interoperability in Data Delivery: Grepsr’s Best Practices for AI, BI & Analytics Pipelines

Imagine running a global enterprise where data flows from dozens of sources- CRMs, e-commerce platforms, social media feeds, APIs, and[…]

Article

Domain-Specific Sentiment Models: Grepsr’s Approach for Reviews, News, Support Tickets & Social Media

Enterprises collect vast amounts of text data across multiple domains—from customer reviews and social media posts to news articles and[…]

Article

Building the Data Extraction Pipeline: From Scraper to Warehouse to BI Dashboard

Businesses increasingly rely on web data to monitor competitors, track trends, and feed AI models. Raw data from websites and[…]

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