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    <title>Balaraj R | Engineering Blog</title>
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    <description>Technical articles on Multi-Agent Systems, Edge AI, Offline-First Medical AI, and Production Cloud Infrastructure by Balaraj R.</description>
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    <lastBuildDate>Mon, 28 Sep 2026 02:46:40 GMT</lastBuildDate>
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      <title><![CDATA[AgriSence: The AI Operating System for India's 140M Smallholder Farmers]]></title>
      <link>https://balaraj.me/blogs/agrisence-ai-agricultural-operating-system</link>
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      <description><![CDATA[India has 140 million smallholder farming households, and fewer than 1 in 100 use digital precision-farming tools today. Here is how AgriSence unifies multimodal Gemini vision, satellite earth intelligence, and financial rails.]]></description>
      <pubDate>Mon, 15 Jun 2026 00:00:00 GMT</pubDate>
      <author>Balaraj R</author>
      <category>AgriTech AI</category>
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      <title><![CDATA[Building Darwin: The AI Executive Board for Startup Founders]]></title>
      <link>https://balaraj.me/blogs/building-darwin-ai-executive-board</link>
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      <description><![CDATA[A deep dive into Darwin’s architecture: a multi-agent system that runs structured debates across 5 specialized executive personas to stress-test ideas and generate execution blueprints.]]></description>
      <pubDate>Fri, 12 Jun 2026 00:00:00 GMT</pubDate>
      <author>Balaraj R</author>
      <category>Multi-Agent AI</category>
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      <title><![CDATA[Building VaidyaOS: Offline Healthcare AI Using Edge AI]]></title>
      <link>https://balaraj.me/blogs/building-vaidyaos-offline-healthcare-ai-edge-ai</link>
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      <description><![CDATA[A technical breakdown of how VaidyaOS uses offline-first design, quantized GGUF models on llama.cpp, and local inference for privacy-preserving clinical triage.]]></description>
      <pubDate>Fri, 29 May 2026 00:00:00 GMT</pubDate>
      <author>Balaraj R</author>
      <category>Healthcare AI</category>
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      <title><![CDATA[How AgriSence Uses AI for Crop Disease Detection]]></title>
      <link>https://balaraj.me/blogs/how-agrisence-uses-ai-for-crop-disease-detection</link>
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      <description><![CDATA[How AgriSence combines computer vision image analysis, localized weather signals, and multilingual GenAI advisory workflows for precision agriculture.]]></description>
      <pubDate>Thu, 28 May 2026 00:00:00 GMT</pubDate>
      <author>Balaraj R</author>
      <category>AgriTech AI</category>
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      <title><![CDATA[Deploying GGUF Models for On-Device Inference]]></title>
      <link>https://balaraj.me/blogs/deploying-gguf-models-for-on-device-inference</link>
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      <description><![CDATA[A practical guide to packaging compact GGUF models for local inference with llama.cpp, optimizing for zero-latency, absolute privacy, and offline edge constraints.]]></description>
      <pubDate>Wed, 27 May 2026 00:00:00 GMT</pubDate>
      <author>Balaraj R</author>
      <category>Edge &amp; On-Device AI</category>
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      <title><![CDATA[Architecture of a Multi-Agent AI Platform]]></title>
      <link>https://balaraj.me/blogs/architecture-of-a-multi-agent-ai-platform</link>
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      <description><![CDATA[A systems-level deep dive into multi-agent topologies, asynchronous task queues, deterministic guardrails, and production reliability patterns in CareerLens.]]></description>
      <pubDate>Tue, 26 May 2026 00:00:00 GMT</pubDate>
      <author>Balaraj R</author>
      <category>System Architecture</category>
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      <title><![CDATA[TaskForze: Autonomous Agent Swarm Orchestration with Dynamic Replanning]]></title>
      <link>https://balaraj.me/blogs/taskforze-autonomous-agent-swarm-orchestration</link>
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      <description><![CDATA[How TaskForze coordinates distributed autonomous agents using LangGraph topologies, sandboxed tool execution, and deterministic self-healing loops.]]></description>
      <pubDate>Wed, 10 Jun 2026 00:00:00 GMT</pubDate>
      <author>Balaraj R</author>
      <category>Multi-Agent AI</category>
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      <title><![CDATA[My Journey Building AI Systems at PES University]]></title>
      <link>https://balaraj.me/blogs/my-journey-building-ai-systems-at-pes-university</link>
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      <description><![CDATA[Reflections on building real-world AI platforms (VaidyaOS, AgriSence, CareerLens), competing in national hackathons, and shipping systems that solve authentic human challenges.]]></description>
      <pubDate>Mon, 25 May 2026 00:00:00 GMT</pubDate>
      <author>Balaraj R</author>
      <category>Hackathons &amp; Career</category>
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      <title><![CDATA[Offline-First Edge AI in Healthcare: Zero-Latency Clinical Triage]]></title>
      <link>https://balaraj.me/blogs/edge-ai-healthcare</link>
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      <description><![CDATA[Why privacy laws, low-bandwidth clinics, and emergency latency constraints make on-device inference a fundamental requirement for the next generation of healthcare software.]]></description>
      <pubDate>Sun, 17 May 2026 00:00:00 GMT</pubDate>
      <author>Balaraj R</author>
      <category>Healthcare AI</category>
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      <title><![CDATA[Scaling AI Workflows with Event-Driven Microservices]]></title>
      <link>https://balaraj.me/blogs/event-driven-microservices-ai</link>
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      <description><![CDATA[How to avoid LLM rate-limit bottlenecks and slow HTTP chains by decoupling multi-agent pipelines with asynchronous message queues and worker pools.]]></description>
      <pubDate>Fri, 15 May 2026 00:00:00 GMT</pubDate>
      <author>Balaraj R</author>
      <category>System Architecture</category>
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