Swarm Proof · trust infrastructure for the agent economy
Six-state machine · three-class failure taxonomy · ERC proposal. Live on Base Sepolia with 408 tests, SDK, CLI and subgraph.
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Six-stage Marathon Agent pipeline with transparent reasoning traces. Verified against SEC, FINRA, IRS, FTC. Creator credibility scoring + live stream monitoring.
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Dual payment rails: Yellow Network + Arc & Circle Gateway. Sentifi is the demo autonomous trading agent on x402 v2.
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🧰 Agent-reliability stack — seven tools under Swarm Proof
| Tool | What it does |
|---|---|
| stampede | Wind tunnel for the agent economy — simulate a herd of realistic agents before the real ones arrive |
| mockworld | A synthetic internet for agents — fake Stripe, Gmail, exchange as instant MCP servers |
| mcp-probe | CI quality suite for MCP servers — lint, contract-test, benchmark, load-test |
| costbomb | Denial-of-wallet fuzzing — find the inputs that make your agent spend $500 |
| exactly-once | Idempotency middleware — payments, emails and onchain txs fire once |
| agent-postmortems | Structured incident database + post-mortem standard for agent failures |
| awesome-agent-reliability | The curated map of the agent-reliability field |
🥇 Hackathons & competitions
- ETHGlobal — winner × multiple · San Francisco · Prague · Cannes · Bangkok · Buenos Aires + Virtual
- WorldBuild Hackathon 1 — winner
- HEC Business Game 2025 — winner
⚙️ Production AI systems
Xerberus — DeFi risk rating · live in prod
- Production RAG: ChromaDB on GCP Cloud Run · BGE cross-encoder reranking
- MCP Server/Client implementation
- Agentic systems architecture
Stealth Power — solar energy AI · ML & Data Engineer
- Multi-output deep learning model for energy production forecasting
- Deployed ML pipeline as REST API with SDK for production integration
- AI agents + RAG on solar data enabling natural language queries
🗄️ Production data engineering
LCL Bank — regulated fintech · Data Engineer
- Automated data access review workflows (Dataiku · SAS · Teradata)
- Compliance, risk & audit data pipelines for regulatory reporting
- Migrated legacy SAS workflows to modern Dataiku pipelines
Full RAG taxonomy — shipped in production
| Type | Where I've used it |
|---|---|
| Naive RAG | Baseline systems, fast prototyping |
| HyDE | Query expansion for sparse retrieval |
| Agentic RAG | Xerberus DeFi system |
| Corrective RAG | Self-healing pipelines with BGE reranker |
| Adaptive RAG | Confidence-based routing at Xerberus |
| Hybrid RAG | Dense + sparse combined retrieval |
| Graph RAG | Knowledge graph integration |
🔬 FinVerifyAI — AI-powered financial misinformation detection
Real-time trust layer for social media financial content. Six-stage Marathon Agent pipeline (Perception → Extraction → Reasoning → Grounding → Synthesis → Verification) with transparent reasoning traces. Verified against SEC, FINRA, IRS, FTC. Creator credibility scoring, coordinated pattern detection, live stream monitoring.
Stack: TypeScript Next.js 15 tRPC Gemini 3 Flash PostgreSQL Redis (Upstash) Plasmo Railway
✅ Aphasia — Verified reviews protocol on Hedera (ETHGlobal)
Web3 trust layer for verified product reviews. Three-tier verification system (email → social → biometric via Self Protocol). Merkle tree batching achieves 99% cost reduction on-chain. Immutable review ordering via Hedera Consensus Service, decentralized content on IPFS.
Stack: TypeScript Node.js Express Hedera HCS Solidity IPFS (Pinata) Prisma PostgreSQL
📈 Beavii v2 — AI-powered multi-chain ETF manager on Flow
Decentralized ETF creation and management on Flow EVM. AI autonomous agent powered by Gemini handles portfolio rebalancing, cross-chain bridging, and market analysis. Cross-chain swaps via 1inch Fusion+. Smart contract suite deployed on Flow EVM Testnet.
Stack: TypeScript Next.js 15 Flow EVM Solidity 1inch Fusion+ Gemini AI Privy Ethers.js Bun
🎮 RexDeus — AI agent orchestration inside Unreal Engine 5
MotherAI orchestration layer driving real-time in-game agent decision-making. Custom AI agent with live game state awareness, JS/C++ hybrid architecture, GitHub Actions CI.
Stack: JavaScript C++ C# Unreal Engine 5
↳ Agentic AI systems with persistent memory and cross-agent coordination
↳ Real-time ML pipelines for DeFi risk and liquidity management
↳ Zero-knowledge proofs (ZKPs) for privacy-preserving on-chain analytics
↳ AI × Web3 payment rails — autonomous agents that pay for their own compute
