--- title: Ippon Blog | Swati Nair description: Innovative digital, big data and cloud applications on top of proven java and open-source expertise. Spark, AngularJS, JHipster, Spring... --- [Skip to main content](https://blog.ippon.tech/author/swati-nair#main) [![IpponLogoKleinBlue](https://blog.ippon.tech/hs-fs/hubfs/IpponLogoKleinBlue.png?width=219&height=64&name=IpponLogoKleinBlue.png) ![IpponLogoKleinBlue](https://blog.ippon.tech/hs-fs/hubfs/IpponLogoKleinBlue.png?width=219&height=64&name=IpponLogoKleinBlue.png) ![IpponLogoKleinBlue](https://blog.ippon.tech/hs-fs/hubfs/IpponLogoKleinBlue.png?width=168&height=49&name=IpponLogoKleinBlue.png) ![IpponLogoKleinBlue](https://blog.ippon.tech/hs-fs/hubfs/IpponLogoKleinBlue.png?width=168&height=49&name=IpponLogoKleinBlue.png)](https://ipponusa.com/) - [Home](https://ipponusa.com) - [Show submenu for About About](https://ipponusa.com/about-us) - [Who We Are](https://ipponusa.com/who-we-are) - [Careers](https://ipponusa.com/careers) - [Show submenu for Our Partners Our Partners](https://ipponusa.com/our-partners/) - [AWS](https://ipponusa.com/our-partners/aws/) - [Snowflake](https://ipponusa.com/our-partners/snowflake/) - 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[Platform Modernization](https://ipponusa.com/service/platform-moderization/) - [Product Innovation](https://ipponusa.com/service/product-innovation/) - [Operating Model](https://ipponusa.com/service/operating-model/) - [Blogs](https://blog.ippon.tech/) - [Success Stories](https://ipponusa.com/success-stories/) - Show submenu for Resources Resources - Resources - [Resources](https://ipponusa.com/resources/) - [eBooks](https://ipponusa.com/ebooks/) - [The Data Pour](https://info.ippon.tech/the-data-pour) - [Videos & Webinars](https://info.ippon.tech/videos-and-webinars) - [Media Center](https://ipponusa.com/media-center/) - Search - [Contact Us](https://ipponusa.com/contact/) [Contact Us](https://ipponusa.com/contact/) ## [The Models Are More Capable Than You Think - Using Them Well Is Another Story.](https://blog.ippon.tech/the-models-are-more-capable-than-you-think-using-them-well-is-another-story) on March 25, 2026 [Read More](https://blog.ippon.tech/the-models-are-more-capable-than-you-think-using-them-well-is-another-story) # All articles from Swati Nair [![](https://blog.ippon.tech/hs-fs/hubfs/sent-1.jpg?width=500&height=500&name=sent-1.jpg) Beyond the Model: Designing Reliable Sentiment Analysis in the Age of BERT Swati Nair •February 12, 2026](https://blog.ippon.tech/beyond-the-model-designing-reliable-sentiment-analysis-in-the-age-of-bert) [![Security ](https://blog.ippon.tech/hs-fs/hubfs/Ippon%20copy%202.png?width=500&height=500&name=Ippon%20copy%202.png) Vector Databases Quietly Powering GenAI Swati Nair •October 28, 2025](https://blog.ippon.tech/vector-databases-quietly-powering-genai) ![Swati Nair](https://blog.ippon.tech/hs-fs/hubfs/photo-output.jpg?width=72&name=photo-output.jpg) [Swati Nair](https://blog.ippon.tech/author/swati-nair) [Follow me on LinkedIn](https://www.linkedin.com/in/swati-nair-64b8a0191/) #### Topics ![IpponLogoKleinBlue](https://blog.ippon.tech/hs-fs/hubfs/IpponLogoKleinBlue.png?width=247&height=73&name=IpponLogoKleinBlue.png "IpponLogoKleinBlue") Ippon is a consulting and expertise firm, who is convinced that technology is a source of progress for society. 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