Vaishali Mali@_vais

KrishiMitra AI is a voice-first AI agronomist designed to help Indian farmers turn crop problems into actionable decisions. Farmers may have access to apps, experts, weather services and government resources, but these sources are often fragmented. The farmer still has to search, compare information and decide. KrishiMitra changes this workflow: the farmer explains the problem once, and the AI investigates the relevant context and delivers a simple next action. A farmer can ask a question through voice or text and optionally share a crop image. KrishiMitra understands the farmer’s intent, analyzes the image, considers farm and environmental context, and uses relevant external information. Its agentic workflow determines what information is needed, investigates evidence, reasons across it, and provides a personalized recommendation with a clear explanation and follow-up. Instead of overwhelming farmers with dashboards and technical terminology, KrishiMitra converts agricultural information into decisions that are easier to understand and act upon. The hackathon MVP focuses on voice/text interaction, crop-image analysis, contextual AI reasoning and personalized recommendations, initially in Hindi and English. Important actions remain farmer-confirmed rather than fully autonomous, making it safer and practical. Future phases can add additional languages, farm history, IoT-assisted insights, offline/edge intelligence, and assisted irrigation with safety controls. KrishiMitra can scale through B2C, B2B and B2G models, including partnerships with Farmer Producer Organizations, cooperatives, NGOs and agricultural programs. The go-to-market strategy begins with controlled pilots, measures results, builds trust through local partners, and scales regionally. By combining conversational AI, computer vision and contextual reasoning, KrishiMitra aims to close the gap between agricultural information and action. Its vision is simple: technology should adapt to the farmer.

💻 Online Hackathon | ⏳ Build: 48 hours | 📅 September 25–27, 2026 The official IBM Bob 2.0 hackathon. Build what's next in AI-assisted development, alongside the developers and experts shaping it. ⭐ Get help from experts throughout the event 🤝 Join a team or build solo 💰 Prize pool: $12,000 🧑🏻‍💻 Register before the Kick-Off Stream to start building with Bob

🌎 Online Hackathon | 💻 Dates: 28 August–4 September 2026 | 🏆 $6,000 Prize Pool Build AI trading agents on Alpaca — autonomous agents and trading apps using Alpaca's Trading API, MCP server and CLI. 🌍 Fully online hackathon. Join and build from anywhere in the world.

🌎 Online Hackathon | 📅 August 3–10, 2026| 💻 Powered by native.builder The official native.builder hackathon, hosted by NativelyAI and lablab.ai. Join founders, developers, designers, and builders to create real AI-native applications powered by native.builder: from idea to deployed product, fully in the cloud. 💻 This hackathon is fully online. No travel required.