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Saumil Srivastava

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    ROI-Driven AI Engineering

    Quantifying business value through systematic measurement of AI deployment costs against tangible operational gains and revenue impact.

    Featured in ROI-Driven AI Engineering

    ROI-Driven AI Engineering

    Beyond Real Data: Using Synthetic Data Generation for Robust AI

    Learn how engineering leaders can leverage synthetic data generation (SDG) to evaluate RAG systems before production, reduce time-to-market, and build more reliable AI applications with measurable ROI.

    May 1, 2025

    Read more →

    ROI-Driven AI Engineering

    Adaptable Dimension Embeddings: A Leadership Guide to AI Cost-Performance Optimization

    Learn how to leverage adaptable dimension embeddings techniques like Matryoshka Representation Learning enables engineering leaders to optimize AI embedding models, reducing storage costs by up to 24x while maintaining 99.7% performance accuracy.

    Apr 13, 2025

    Read more →

    ROI-Driven AI Engineering

    Beyond Real Data: Using Synthetic Data Generation for Robust AI

    Learn how engineering leaders can leverage synthetic data generation (SDG) to evaluate RAG systems before production, reduce time-to-market, and build more reliable AI applications with measurable ROI.

    May 1, 2025

    Read more →

    ROI-Driven AI Engineering

    Adaptable Dimension Embeddings: A Leadership Guide to AI Cost-Performance Optimization

    Learn how to leverage adaptable dimension embeddings techniques like Matryoshka Representation Learning enables engineering leaders to optimize AI embedding models, reducing storage costs by up to 24x while maintaining 99.7% performance accuracy.

    Apr 13, 2025

    Read more →

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