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martin1847/README.md

Martin Cong

AI-Native Engineering Leader · Director of Software Engineering @ IndustrialMind.ai

17 years of backend engineering, 3 years shipping LLM systems in production. I build multi-agent platforms, LLM observability / AIOps closed loops, and eval-driven AI quality.

Now

  • "AI Manager" multi-agent orchestration — autonomous task generation with closed-loop execution (plan → execute → verify → retry), MCP-based tool integration
  • LLM observability & self-healing ops — SigNoz / OpenTelemetry across every agent step; on-call agents that query logs & traces, localize root cause, and verify recovery
  • Eval-driven AI quality — rag-eval / agent-eval suites (golden datasets, LLM-as-judge, trajectory assertions), CI-gated releases

Highlights

  • kRPC — proto-free gRPC middleware; backend interfaces auto-generate TypeScript & Dart clients, full-link HTTP/2
  • 1BRC — processed 1 billion rows in < 10 s with Java 21 + GraalVM Native (official certificate)
  • Tsinghua Rust OS Training Camp (Fall 2024) — top 15% graduate, 1st place in memory-allocator contest, invited back as TA
  • Previously Alibaba / Ant Financial (P7), iHerb — QPS 10,000+ architectures, 99.99% availability, one algorithm patent (CN108733825A)

Stack

Java Python Rust Kubernetes / Istio Multi-Agent MCP RAG Milvus SigNoz / OpenTelemetry GraalVM

Contact

martin@alu.fudan.edu.cn · LinkedIn

Pinned Loading

  1. krpc krpc Public

    the rapid RPC framework base on gRPC which just write your java interface as API , WITHOUT protobuf

    Java 4

  2. krpc-crates krpc-crates Public

    krpc rust 相关的 crates

    Rust

  3. krpc-rust krpc-rust Public

    Rust

  4. rpc-dart-client rpc-dart-client Public

    Dart

  5. rpc-ts-client rpc-ts-client Public

    krpc-web js client, use fetch/xhr

    TypeScript

  6. xk6-btrpc xk6-btrpc Public

    xk6 btrpc for gRPC .