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ajay-automates/README.md

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πŸ€– Neural Identity

/**
 * @profile Ajay Kumar Reddy Nelavetla
 * @focus Engineering the next generation of Agentic AI
 */
const ajay = {
    role: "Lead AI Engineer & Agentic Systems Architect",
    specialization: {
        reasoning: ["CoT (Chain of Thought)", "ReAct", "Reflection"],
        memory: ["Vector RAG", "GraphRAG", "Long-term Neural Memory"],
        action: ["Tool Use", "Automated Web Interaction", "Multi-Agent Swarms", "OpenClaw"]
    },
    currentStack: {
        foundational: ["Claude 3.5 Sonnet", "GPT-4o", "DeepSeek-V3", "Llama 3.1"],
        orchestration: ["LangChain", "CrewAI", "PydanticAI", "OpenClaw"],
        knowledge: ["Pinecone", "Milvus", "Weaviate", "Neo4j"]
    },
    building: {
        "Auto-Apply Agent": "End-to-end cognitive browser automation",
        "Gmail-Notion Orchestrator": "Neural mail processing & knowledge extraction",
        "Multi-Agent OS": "System for parallel LLM task execution"
    },
    motto: "Why manually when AI can autonomously?"
};

πŸ› οΈ Intelligence Stack

🧠 LLM Orchestration & Frameworks

Anthropic Claude OpenAI LangChain LlamaIndex PydanticAI

πŸ—„οΈ Vector Intelligence & RAG

Pinecone ChromaDB Milvus Supabase Qdrant

βš™οΈ Agentic Automation

OpenClaw Playwright FastAPI LangSmith

πŸ•ΆοΈ Wearable AI & Spatial Compute

Meta Ray-Bans Meta Quest XR Embedded AI


πŸ“Š Neural Activity (GitHub)


🎯 Featured Autonomous Systems

System Intelligent Function Status
πŸ€– Agentic Job Automator Deep RAG + Browser Actions for 100% autonomous employment workflows ⚑ High Compute
πŸ›‘οΈ Neural Privacy Layer LLM-based redaction and ethical guardrails for production APIs πŸš€ Deployed
πŸ“Š Sentiment Swarm Multi-agent network analyzing market trends via social web-scraping πŸ”₯ Active
πŸ“Ή Cognitive Video Creator Generative AI pipeline for automated content assembly & narration βœ… Live

πŸ’Ό Agentic Journey

🏒 FolderWave | AI & Automation Core
  • 🧠 Designed the "FolderWave AI" transition, moving legacy systems to modern LLM-driven architectures.
  • ⚑ Implemented Agentic RAG systems for processing millions of student records with pinpoint accuracy.
  • πŸ”„ Built custom GPT/Claude toolchains for automated data validation and predictive anomaly detection.

πŸŽ“ Research: MS Software Engineering - Northeastern University (Focus: Distributed Intelligence)
πŸ’ͺ Compute Time: 4+ years building production-grade AI & Automation
🎯 Current: Architecting the layer where LLMs meet real-world action APIs.


πŸ“ˆ Contribution Pulse

Neural Pulse Graph

πŸ’‘ The AI Roadmap

β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚  πŸš€ Scaling Autonomous Multi-Agent Swarms            β”‚
β”‚  🧠 Integrating GraphRAG for Deep Context           β”‚
β”‚  πŸ”„ Self-Correcting Browser Automation              β”‚
β”‚  🎯 Sub-1s Latency Neural Inference                 β”‚
β”‚  πŸ“Ή Multimodal Video Generation (HeyGen/Sora)       β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

πŸ‘Ύ Contribution Snake (Autonomous Feed)

Snake eating nodes

πŸ€– Training for collaboration. Open to Agentic AI, RAG & LLM Infra projects.

Tags: Agentic AI, LLM Architect, RAG, GraphRAG, Multi-Agent Systems, PydanticAI, LangChain, VectorDB, Neural Search, Automation, Python, TypeScript

Architected with 🧑 by Ajay | v2.0 AI-Core Revision

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