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Try and fail but never Fail to Try
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Try and fail but never Fail to Try
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Anish-Anish/Readme.md

Hi 👋, I'm Anish

🧠 Agentic AI Systems Engineer • GenAI Developer • AI Product Builder

I build intelligent systems that plan, reason, and act.
From multi-agent orchestration to real-world AI platforms,
I turn complex ideas into working intelligence.

anish-anish

🚀 What I Actually Do

Design AI architectures • Orchestrate intelligent agents • Ship production systems

🧠 Architect Agentic AI systems using LangGraph, MCP & LLM tool-calling

🔗 Build Hybrid RAG pipelines with MongoDB, FAISS & relevance scoring

📊 Enable LLM-driven analytics & visualization

⚙️ Engineer planner | executor | validator AI workflows

🏗️ Build production-grade AI backends in Python

🧠 Current Tech Stack

🤖 AI / GenAI (Core Focus)

LLMs    Google ADK    Google Cloud AI    AWS Bedrock

Open-source & Hosted LLMs • Vertex AI Models • Bedrock Foundation Models

🧠 Agentic AI & Orchestration

LangChain    LangGraph    MCP    Multi-Agent

Tool-based Reasoning • Multi-Agent Supervisor Systems • Human-in-the-Loop (HITL)

⚙️ AI Automation & Workflows

n8n    Event-driven AI

AI Workflow Automation • Agent Triggers • Tool Pipelines

🗄️ Memory, Data & Retrieval

MongoDB    Redis    Pandas    SQL

RedisJSON • FAISS • Vector Retrieval • DataFrame-first Analytics • Cypher • Gremlin

📊 AI Analytics & Visualization

Pandas    NumPy    Charts

LLM-based Chart Selection • Bar / Line / Scatter Automation • Business Analytics • Data Profiling

⚡ Fun Fact

I don’t prompt AI.
I engineer intelligence.

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