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naveed949/README.md

Naveed Iqbal

AI Engineer

  • 🤖 Building cited, fail-closed AI systems: retrieval with provenance, tool gates, and measured evals.
  • ⛓️ Shipping blockchain and distributed-systems software across Kaia, Ethereum, and EVM-compatible chains.
  • 🛡️ Focused on least-privilege tool use, reproducible evaluation, and agent safety that fails closed.
  • 🌍 Working remotely at Kaia and building in public where I can.

Tech I'm focused on

Python TypeScript Rust LLM agents RAG & evals MCP Agent security Solidity Zero-knowledge proofs Distributed systems

Selected open-source work

  • capitalcite — cited answers over U.S. bank 10-Ks. Every claim points at a filing span, retrieval changes are scored, and agent/MCP tool calls fail closed.
  • s1-tool-gate — local per-tool-call allow / deny / escalate gate in front of a sandbox. Fail-closed deny, plus a pinned flip-rate and calibration check. Not a sandbox.
  • gluecut — replace prompt/parse glue with a deterministic shell and typed decisions, scored against a schema-constrained LLM baseline.
  • kaia-mcp — MCP server for Kaia accounts, tokens, NFTs, contracts, and calldata, with OAuth-scoped HTTP and fail-closed bearer auth.
  • Conclave — database-free backend on a from-scratch Raft implementation: replication, snapshots, dynamic membership, linearizable reads, and a tamper-evident audit log.
  • snarkjs-zk-demo — end-to-end ZK-SNARK demo with snarkjs and a Solidity verifier.

Also: sft-loop, a measured PEFT LoRA and quantization loop on a pinned ≤3B model with no invented uplift, and swarm-world, a reproducible multi-agent simulation with a deterministic world and agent-free evaluation.

Open-source contributions

What I'm building

I apply systems and protocol-engineering discipline to AI: answers that cite or refuse, tool calls that fail closed, evaluation you can re-run, and useful on-chain integrations.

Connect

LinkedIn · GitHub

Pinned Loading

  1. pingdotgg/t3code pingdotgg/t3code Public

    TypeScript 49.1k 9.7k

  2. nashsu/llm_wiki nashsu/llm_wiki Public

    LLM Wiki is a cross-platform desktop application that turns your documents into an organized, interlinked knowledge base — automatically. Instead of traditional RAG (retrieve-and-answer from scratc…

    TypeScript 21.4k 2.4k

  3. Conclave Conclave Public

    Decentralized, database-free backend on a from-scratch Raft consensus implementation — replication, snapshotting, dynamic membership, linearizable reads, and a tamper-evident audit log.

    TypeScript

  4. kaia-mcp kaia-mcp Public

    MCP server for Kaia accounts, tokens, NFTs, contracts, and calldata. OAuth-scoped HTTP and fail-closed bearer auth.

    TypeScript

  5. snarkjs-zk-demo snarkjs-zk-demo Public

    End-to-end ZK-SNARK demo with snarkjs: generate keys, produce proofs, and verify them without revealing the secret.

    Solidity 10 6

  6. capitalcite capitalcite Public

    Cited answers over U.S. bank 10-Ks. Every claim has a filing span, retrieval changes are scored, and tool calls fail closed.

    Python