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Our 15 AI experts built the most comprehensive, practical, 90+ lesson courses to master AI Engineering - we have pathways for any experience at Towards AI Academy. Cohorts still open - use COHORT10 for 10% off.

Author: Daksh Trehan

The Hidden Potential of RAG Pipelines in Augmented Analytics for Non-Experts
Artificial Intelligence  Data Science  Latest  Machine Learning

The Hidden Potential of RAG Pipelines in Augmented Analytics for Non-Experts

Daksh Trehan
2 likes
August 28, 2025

Author(s): Daksh Trehan Originally published on Towards AI. Bridging the Gap: How RAG Enables Scalable Insights Without Deep Technical Expertise in 2025 Picture this: A business analyst sifting through terabytes of IoT-generated data, expected to deliver insights on device performance trends. With …

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I Built a RAG System That Fact-Checks Itself — And It’s More Accurate Than Standard Pipelines
Artificial Intelligence  Latest  Machine Learning

I Built a RAG System That Fact-Checks Itself — And It’s More Accurate Than Standard Pipelines

Daksh Trehan
2 likes
August 28, 2025

Author(s): Daksh Trehan Originally published on Towards AI. Step-by-Step Breakdown: Engineering a Self-Auditing RAG Pipeline Imagine a courtroom where evidence is presented and conclusions are drawn, but no judge ever verifies the claims. That’s how most RAG pipelines operate today; they retrieve …

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Sleepless Nights: A Statistical Look at Modern Sleep Patterns
Artificial Intelligence  Data Science  Latest  Machine Learning

Sleepless Nights: A Statistical Look at Modern Sleep Patterns

Daksh Trehan
2 likes
January 22, 2025

Author(s): Daksh Trehan Originally published on Towards AI. A Statistical Journey Into the Factors That Shape Our Sleep They say the best cure for sleepless nights is to count sheeps. But for some of us, the sheeps are too busy scrolling social …

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