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manojp99/README.md

Manoj Prabhakar Paidiparthy

Software Engineer @ Microsoft
Agentic AI platforms · LLM orchestration & evaluation · distributed systems

LinkedIn Email


I build agentic AI systems — agent runtimes, tool-calling, multi-agent orchestration, and LLM evaluation — on top of a distributed-systems foundation (7+ years, from datacenter control planes to agent platforms).

🔭 What I work on

  • Agentic AI infrastructure — agent runtimes, tool-calling / function calling, multi-agent orchestration, sandboxed execution
  • LLM evaluation — rubric-based scoring, LLM-as-judge / validator-agent patterns, mid-execution validation
  • Multi-provider orchestration — cost-aware routing across Anthropic Claude, OpenAI, Azure OpenAI, Ollama, with MCP
  • Distributed systems — scheduling, checkpoint/restore, consistency, and fault tolerance at scale

📄 Publications

Distributed systems research (Virginia Tech, Systems Lab):

  • Ekko: Fully Decentralized Scheduling for Serverless Edge ComputingIPDPS '25 · IEEE
  • Capybara: An Edge-Friendly Distributed Object Store for Diverse Serverless FunctionsMiddleware '25 · ACM
  • Toward an Edge-Friendly Distributed Object Store for Serverless FunctionsAPSys '24 · ACM

🛠️ Featured open source

Part of the Amplifier agentic-AI ecosystem:

  • amplifier-agent — agentic AI CLI + engine library + JSON-envelope wire protocol (TypeScript & Python SDKs)
  • amplifier-sdk — typed SDK over the Amplifier kernel
  • amplifier-grove — Amplifier modules for Grove IDE integration

🧰 Tech


Pinned Loading

  1. microsoft/amplifier-agent microsoft/amplifier-agent Public

    HTML 7 6

  2. amplifier-module-loop-steering amplifier-module-loop-steering Public

    Python

  3. batcave batcave Public

    Portable scaffold for spinning up focused workspaces (batcaves) in any agentic coding tool — Claude Code, Amplifier, Cursor, Codex CLI, Amp, Cline, RooCode, Aider, Gemini CLI, Windsurf. One persona…

    Python