Machine
Intelligence
Trading.
MinakiLabs builds AI-powered algorithmic trading systems for cryptocurrency and equity markets. We develop proprietary signal intelligence, automated execution, and market analysis infrastructure — built to run continuously and evolve with the market.
Trading Systems
Signal Intelligence
We aggregate price action, technical indicators, order book dynamics, and on-chain data into unified signal pipelines. Every decision is data-driven, not intuition-driven.
AI Execution
Local language models fine-tuned for financial markets read raw market data and generate structured trading decisions. No cloud dependency. No API costs. Full control.
Continuous Iteration
Systems are never finished. Every trade generates data. Every loss is a signal. We run, measure, and rebuild — perpetually. The edge is in the process, not a single algorithm.
Crypto Markets
Bitcoin-first, 24/7 operation. We trade BTC/USD across multiple strategies simultaneously — scalping, multi-timeframe confluence, and on-chain signal integration. Kraken execution with paper and live modes.
Stock Markets
High-volatility equities and leveraged ETFs during market hours. We apply the same AI signal framework to equities — bidirectional positioning with real-time fill confirmation via WebSocket.
Every system we build follows the same philosophy — start simple, measure everything, iterate relentlessly.
Local AI First
We run AI models locally on dedicated GPU hardware. No cloud API costs, no rate limits, no third-party dependency. Full ownership of the intelligence layer.
Multi-Signal Confluence
No single indicator is reliable alone. We combine price action, momentum, volume, order book pressure, and macro on-chain signals before any position is entered.
Hard Rules Over Intuition
Every bot has hard-coded guards that no AI can override. RSI limits, EMA requirements, position sizing rules. The model suggests — the rules decide.
Microservices Architecture
Each system runs as independent Docker containers — isolated databases, Redis state, independent schedulers. One bot going down never affects another.
Private by Design
All systems are internal. We don't sell subscriptions or signals. Occasional custom development engagements are considered on a case-by-case basis for qualified partners.
Let's Talk.
We occasionally take on custom algorithmic trading development for qualified partners. Serious inquiries only — expect a direct conversation about quantitative goals, not a sales process.
andrew@minakilabs.com