Rohit Marathe
🚀

Rohit Marathe

AI Systems Engineer building intelligent systems at scale.
Multi-Agent Systems · LLM Orchestration · Cloud Engineering

  • Python
  • AWS
  • LangChain
  • RAG
  • Multi-Agent
  • Docker
  • Kubernetes
  • TypeScript

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Latest Posts

LangChain vs LangGraph: Architecting Stateful Multi-Agent Systems
A deep dive into the architectural differences between LangChain and LangGraph, including state management, cycles, and multi-agent coordination.
4 min read ai, agents, langchain, langgraph, system-design
Multi-Turn Conversation with LLM
A detailed guide on structuring multi-turn conversations with Large Language Models for optimal results, focusing on topic management and framework design.
4 min read llm, prompt-engineering, multi-turn, dialog-management
Hello World — Why I'm Starting This Blog
An introduction to who I am, what I do as an AI Systems Engineer, and what you can expect from this blog.
2 min read personal, ai
Multi-Agent Orchestration — Patterns That Actually Work
Practical patterns for building multi-agent AI systems in production, from routing strategies to failover architecture.
3 min read ai, multi-agent, architecture
Essential Design Patterns Every Engineer Should Know
A practical guide to the most important software design patterns — Factory, Observer, Strategy, and Singleton — with real-world examples and when to use each.
5 min read design-patterns, software-engineering, architecture
System Design 101 — Building Blocks of Scalable Systems
A beginner-friendly guide to the fundamental building blocks of system design: load balancers, caching, databases, message queues, and CDNs.
6 min read system-design, architecture, cloud
OpenClaw Gateway
Secure gateway node handling telemetry, authentication, and tunneling for agent endpoints.
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Hiring Patterns Model
Data analysis pipeline extracting AI SDE hiring patterns across the Atlanta region.
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