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pramayharsh/README.md

🌐 View My Professional Portfolio

Hi there, I'm Pramay Harsh 👋

Agentic AI Engineer & Python Backend Specialist

I bridge the gap between robust backend infrastructure and cutting-edge AI. My background evolved from engineering high-scale Python automation to architecting autonomous AI agents and Enterprise Service Management (ESM) solutions.

🚀 Workplace Impact (Senior Software Engineer)

Agentic AI & GenAI Development

  • Multi-Agent IT Automation System: Architected a comprehensive multi-agent chatbot system using LangChain. Integrated RAG (Retrieval-Augmented Generation) for context-aware responses and intelligent routing, reducing IT support response times by 40%.
  • ServiceNow ESM AI Implementation: Designed and deployed intelligent AI agents for Enterprise Service Management using ServiceNow AI Agent Studio and Now Assist Skills. Leveraged MCP (Model Context Protocol) to enable advanced tool-calling and automation within the ESM ecosystem.

Python Backend & Infrastructure Automation

  • Enterprise Automation Bots: Served as a Python Backend Developer to deliver 20+ infrastructure automation bots.
  • Cross-Platform Engineering: Engineered high-performance scripts for Linux, Unix, AIX, and Windows platforms, integrating with Oracle and RESTful APIs.
  • Efficiency: Achieved a 45% reduction in operational costs through end-to-end backend lifecycle automation.

🛠️ Technical Arsenal

Agentic AI & GenAI LangChain RAG MCP AWS Azure

Core Backend & Engineering Python FastAPI Flask Linux Oracle

Enterprise Platforms ServiceNow NowAssist

🧪 Personal Projects & Labs

Check out some of my personal work in the repositories below, where I experiment with:

  • Custom LLM Workflows and experimental RAG implementations.
  • Python Utility Tools for developer productivity.
  • Agentic POCs exploring the latest in Model Context Protocols.

📊 GitHub Activity

Pramay's GitHub stats Top Langs

📫 Connect with Me

LinkedIn Email

Popular repositories Loading

  1. mcp-financial-suite mcp-financial-suite Public

    AI Agent Server for Crypto & Forex prices

    Python

  2. hybrid-cloud-rag hybrid-cloud-rag Public

    A hardware-agnostic RAG pipeline using Groq (Llama 3.3) and Hugging Face Cloud Embeddings

    Python

  3. agentic-rag-project agentic-rag-project Public

    🤖 An Agentic RAG system built with LangGraph, Groq, and Google Gemini. Features self-correcting reasoning loops, multi-tool routing (FAISS PDF Search + DuckDuckGo Web Search), and a Streamlit chat …

    Python

  4. omni-mesh omni-mesh Public

    A decentralized Multi-Agent AI swarm featuring autonomous memory, security governance (Red-Teaming), and fiscal tracking (AI Economy).

    Python

  5. ADA-Data-Mesh ADA-Data-Mesh Public

    🤖 An autonomous, multi-agent AI system (Librarian, Architect, Analyst, Storyteller) for self-correcting SQL data exploration and visualization. Powered by Groq, HuggingFace, and Streamlit.

    Python

  6. pramayharsh pramayharsh Public