ML-powered trading system.
Millisecond decisions. Real results.
Four components working in perfect sync
Continuously downloads trades for all mints into a massive table. Real-time data ingestion from the entire Solana ecosystem.
Calculates features for ML models: trading volumes, volatility, transaction intensity, deal parameters, and more.
ML model outputs a score for each mint. Higher score = higher confidence in price growth. Real-time predictions.
Executes trades with optimal parameters: routing, slippage, fees. Smart order management.
All model parameters, bot configurations, and trade data flow into ClickHouse and are visualized in Grafana. We use this data for experiment analysis, discovering new opportunities, and expanding into new markets.
What makes working here different
Small team, big contributions. Every person shapes the trajectory of the entire system.
From idea to production in hours. See the results of your work immediately.
Senior+ specialists only. No toxic competition, minimal communication overhead. We challenge ideas, not people.
How we work together
Full responsibility for your part of the system and its metrics. No micromanagement.
All key decisions are based on data. We run honest experiments and trust the numbers.
All ideas start as small prototypes/MVPs. We develop iteratively based on real feedback.
We always look for minimal effort that delivers good enough results.
Where we don't know something, we learn and consult with experts.
The market changes fast. We stay on the cutting edge and react immediately.
Senior+ specialists only
MIPT, ITMO, MEPhI
Yandex, JetBrains
Engineers, Quants, Operations
Our stack