About AI Leader X

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Priya Ranjan (Founder/Author)

Generative AI Architect/Developer with expertise in Large Language Models (LLMs), fine-tuning workflows, and end-to-end AI system development. Skilled in LLM orchestration, document automation, speech synthesis, and scalable multimodal deployments using Ollama, vLLM, CoquiTTS, and Stable Diffusion.

Proficient in designing intelligent agentic flows—React/Reflux, model, utility-based, goal-based, and RL agents— often combined in multi-agent systems. Experienced with LangGraph for graph-orchestrated tool use, MCP, A2A frameworks, and CrewAI.

Additionally, adept at AI business proposals and taking GenAI projects from ideation to deployment, focusing on high-impact, scalable enterprise use cases.

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Advancing Knowledge in Generative AI & Enterprise Automation

This platform is dedicated to practical, real-world Generative AI. It’s a resource for learners and developers who want to build production-ready systems—covering orchestration, retrieval, evaluation, and deployment.

Learning Through Applied AI Practices

  • Project-Based AI Development
    LangGraph flows for structured agent-tool orchestration. End-to-end LLMs, RAG, and multimodal use cases for realistic problems.
  • Automation Workflows
    Document AI and OCR pipelines with DAGs and conditional routing for data-driven decisioning.
  • AI Learning Pathways
    Tutorials on prompt engineering, fine-tuning, and full-stack AI system design.
  • End-to-End Prototyping
    From concept to deployment with evaluation loops and packaging.
  • Creative AI Use Cases
    Stable Diffusion, CoquiTTS, and talking avatars for compelling communication experiences.

Technical Focus Areas

Generative AI Applications

LLM workflows · Chat interfaces · RAG pipelines · Multimodal AI

AI Infrastructure

Local models · Vector DBs · GPU serving · Evaluation strategies

Process Automation

Document AI · OCR · Dynamic workflows · Rule-based agents

Multimedia Intelligence

Image generation · Talking avatars · TTS · Custom voices

Model Customization

LoRA/PEFT · Fine-tuning · GGUF · Ollama/vLLM packaging

LLM Deployment Architectures

vLLM backend · Long-context chatbots · PagedAttention · UI

LLM Orchestration

MCP · SSE · Real-time app frameworks

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