<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>Krishna Maddireddy — Articles</title><description>Writing on data platforms, analytics and AI products.</description><link>https://kmaddireddy.com/</link><item><title>We let an AI decide what a government grant is about</title><link>https://kmaddireddy.com/articles/ai-topic-tagging-spendquery/</link><guid isPermaLink="true">https://kmaddireddy.com/articles/ai-topic-tagging-spendquery/</guid><description>How SpendQuery uses a narrow AI judge to tag federal awards by topic, while every dollar figure still comes straight from the records.</description><pubDate>Mon, 28 Sep 2026 00:00:00 GMT</pubDate><category>spendquery</category><category>llm</category><category>data-quality</category></item><item><title>Building Natural Language Stock Search Without Model-Generated SQL</title><link>https://kmaddireddy.com/articles/natural-language-stock-search-without-sql/</link><guid isPermaLink="true">https://kmaddireddy.com/articles/natural-language-stock-search-without-sql/</guid><description>How PaakData turns plain-English stock questions into checked database queries, with a model that never writes SQL.</description><pubDate>Tue, 15 Sep 2026 00:00:00 GMT</pubDate><category>paakdata</category><category>llm</category><category>search</category><category>postgres</category></item><item><title>Let AI Answer Data Questions — Without Ever Showing It Your Database</title><link>https://kmaddireddy.com/articles/ai-data-questions-without-showing-your-database/</link><guid isPermaLink="true">https://kmaddireddy.com/articles/ai-data-questions-without-showing-your-database/</guid><description>A two-path architecture for natural-language analytics, in a world where the schema is the secret and wrong numbers don&apos;t crash, they get put in slides.</description><pubDate>Tue, 25 Aug 2026 00:00:00 GMT</pubDate><category>semantic-layer</category><category>llm</category><category>data-platforms</category><category>askeider</category></item></channel></rss>