Quant Engineering
- LEAN backtests and historical data orchestration
- Options + index options + futures options pipelines
- Greeks-aware research and scenario analytics
Multi-agent quantitative finance + web3 platform
From concept visuals to a live, production-minded AI operating system.
MultiClaw is the operating model for AIML Solutions: specialized agent teams, benchmarked model routing, market + blockchain intelligence pipelines, and professional dashboards for high-velocity decision making.
🦞 LEAN + options/greeksPostgreSQL + GraphQLMLflow + Hugging FaceLangChain + LangGraphHardhat + on-chain tracingNext.js + Plotly
9Named repositories in architecture map
20+Integrated tools/skills
3Data lanes (market, ml, chain)
1Mission: viable USD outcomes
🦞 Visual signal strip
Partial crops from your uploaded concept images, used as directional brand anchors.
🧩 Department-led execution model
Instead of one generic assistant, MultiClaw operates as focused departments with bounded scopes, clear data contracts, and measurable outputs.
Blockchain Analytics
- Token transfer graph tracing and entity enrichment
- Hardhat smart-contract testing and audit preflight
- Crypto market + on-chain signal fusion
LLM + Frontend Studio
- LangChain/LangGraph model routing and benchmarks
- Next.js + Plotly dashboards and risk heatmaps
- Public Library documentation for learning velocity
🗂️ Repository architecture
Repository segmentation enables narrow permissions, safer deployment boundaries, and specialist ownership per business lane.
MultiClaw-Core
Multi-agent governance, orchestration, reportingMultiClaw-Quant-Tools
LEAN, market data ETL, options/greeks analyticsMultiClaw-Blockchain
Token tracing, contract testing, chain intelligenceMultiClaw-MLFlow
PyTorch + HF experiments, registry, artifactsMultiClaw-LLM
LangChain/LangGraph routing + benchmark workflowsMultiClaw-Frontend
Next.js dashboards for risk, portfolio, and strategy UXMultiClaw-Public-Library
Living docs, playbooks, and onboarding systemProRepoAgentOps
Cross-repo release discipline and operational governanceSnorkelTools
Reusable utilities supporting AI + market workflow execution⚙️ Integrated toolchain and framework vision
Data + APIs
- PostgreSQL as source of truth
- GraphQL for flexible query surfaces
- JSON-RPC + MCP for deterministic agent actions
ModelOps + Benchmarks
- MLflow tracking + MinIO artifact storage
- PyTorch + HF for experiments and model lifecycle
- Harbor + Terminal Bench for quality/cost routing
Markets + Web3
- LEAN multi-asset coverage (equity, options, futures, crypto)
- Options Greeks fields and market-hours-aware pipelines
- Chain tracing + portfolio intelligence dashboards
🎞️ Visual narrative (uploaded assets)
These concept visuals communicate the operating story: from early HQ phases to a mature, integrated AI + quant + web3 production ecosystem.
