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Marketmind

Marketmind

Created by team NullSignal on May 09, 2026

AI Agents & Agentic Workflows (Best Track for Beginners)

MarketMind is a cutting-edge multi-agent financial simulation built for the AMD Developer Hackathon. By replacing traditional rule-based models with autonomous LLM agents, MarketMind creates a living market where prices emerge from decentralized intelligence. Operating inside a high-performance Continuous Double Auction engine, specialized agents—including Momentum, Fundamental, and Market Makers—compete in real-time. Optimized for AMD MI300X accelerators using batched vLLM inference, the system maintains a high-frequency simulation loop while providing a premium, real-time dashboard. MarketMind bridges the gap between AI and finance, exploring how decentralized LLM reasoning leads to emergent market efficiency and complex, self-organizing liquidity dynamics within competitive, modern AI-driven economies.

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Github Presentation Demo

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FinFlow AI

FinFlow AI is a multi-agent finance automation system where AI agents collaborate through Band to automate procurement, payments, cash flow analysis, and reconciliation for smarter enterprise financial decisions.

FinFlow AI

AI/ML APIAgentOpsBand Intergrations

Drift Harness

Every AI system drifts: it softens its position, drops a constraint, states a guess as fact. Today a human has to catch it every time. Drift Harness automates that loop — fanning each exchange across 13 specialist agents that return certai

KEEL

Band Agentic MeshBand Intergrations

THE COUNCIL: Expert Advisors Who Fight For You

Five AI advisors with distinct, persistent models debate your critical decisions in real-time, delivering a synthesized verdict with preserved, cryptographically secured dissent grounded in live salary and market benchmarking data via Band.ai.

Out of Band

AI/ML APIBright Data Web Scraper APIBand IntergrationsBand Agentic MeshFeatherless

AegisOne

AI-Powered Autonomous Detection, Investigation and Response Platform.

HackkAI

AI/ML APIBand Control PlaneBand IntergrationsFeatherlessHuggingFace HubLangChainQdrant

ProofGate

ProofGate coordinates five Band agents through structured `proofgate.band.v1` handoffs to plan, resolve, isolate failures, retry once, and deliver one terminal result.

The One Shot

Band IntergrationsBand Agentic MeshBand Control PlaneChatGPTCodexOpenAIrest api

Arka Sarkar
Student

Upcoming AI Hackathons
For Innovators & Creators

Explore more applications

FinFlow AI

FinFlow AI is a multi-agent finance automation system where AI agents collaborate through Band to automate procurement, payments, cash flow analysis, and reconciliation for smarter enterprise financial decisions.

FinFlow AI

AI/ML APIAgentOpsBand Intergrations

Drift Harness

Every AI system drifts: it softens its position, drops a constraint, states a guess as fact. Today a human has to catch it every time. Drift Harness automates that loop — fanning each exchange across 13 specialist agents that return certai

KEEL

Band Agentic MeshBand Intergrations

THE COUNCIL: Expert Advisors Who Fight For You

Five AI advisors with distinct, persistent models debate your critical decisions in real-time, delivering a synthesized verdict with preserved, cryptographically secured dissent grounded in live salary and market benchmarking data via Band.ai.

Out of Band

AI/ML APIBright Data Web Scraper APIBand IntergrationsBand Agentic MeshFeatherless

AegisOne

AI-Powered Autonomous Detection, Investigation and Response Platform.

HackkAI

AI/ML APIBand Control PlaneBand IntergrationsFeatherlessHuggingFace HubLangChainQdrant

ProofGate

ProofGate coordinates five Band agents through structured `proofgate.band.v1` handoffs to plan, resolve, isolate failures, retry once, and deliver one terminal result.

The One Shot

Band IntergrationsBand Agentic MeshBand Control PlaneChatGPTCodexOpenAIrest api

AI app: Marketmind for AMD Developer Hackathon