--- title: "Sai Sharmila Kinjarapu (@sirix) | Hashnode" description: "Building the future with GenAI, Data and Code. Read the latest articles by Sai Sharmila Kinjarapu on Hashnode." url: "https://hashnode.com/@sirix" --- @sirix # Sai Sharmila Kinjarapu @sirix · India · Joined August 2026 Building the future with GenAI, Data and Code. ### [A multi-agent AI decision-support prototype designed to help coastal aquaculture farmers interpret fragmented environmental and market signals and turn them into timely, actionable decisions.](https://aquaguard-ai.hashnode.dev/a-multi-agent-ai-decision-support-prototype-designed-to-help-coastal-aquaculture-farmers-interpret-fragmented-environmental-and-market-signals-and-turn-them-into-timely-actionable-decisions?utm_source=hashnode&utm_medium=feed) A multi-agent AI decision-support prototype designed to help coastal aquaculture farmers interpret fragmented environmental and market signals and turn them into timely, actionable decisions. 7 min read · [aquaguard-ai.hashnode.dev](https://aquaguard-ai.hashnode.dev/a-multi-agent-ai-decision-support-prototype-designed-to-help-coastal-aquaculture-farmers-interpret-fragmented-environmental-and-market-signals-and-turn-them-into-timely-actionable-decisions?utm_source=hashnode&utm_medium=feed) [Sep 6](https://hashnode.com/posts/a-multi-agent-ai-decision-support-prototype-designed-to-help-coastal-aquaculture-farmers-interpret-fragmented-environmental-and-market-signals-and-turn-them-into-timely-actionable-decisions/6a9dacdab18834413d2fc0f0) ### [AquaGuard AI: Turning Water, Weather and Market Signals into Action for Coastal Aquaculture](https://aquaguard-ai.hashnode.dev/aquaguard-ai-turning-water-weather-and-market-signals-into-action-for-coastal-aquaculture?utm_source=hashnode&utm_medium=feed) A multi-agent AI decision-support system designed to help aquaculture farmers respond to changing pond conditions before small warning signs become major losses. 7 min read · [aquaguard-ai.hashnode.dev](https://aquaguard-ai.hashnode.dev/aquaguard-ai-turning-water-weather-and-market-signals-into-action-for-coastal-aquaculture?utm_source=hashnode&utm_medium=feed) [2](https://hashnode.com/posts/aquaguard-ai-turning-water-weather-and-market-signals-into-action-for-coastal-aquaculture/6a95c7566e464ced82e761b4) [Aug 31](https://hashnode.com/posts/aquaguard-ai-turning-water-weather-and-market-signals-into-action-for-coastal-aquaculture/6a95c7566e464ced82e761b4)