Vikeur
A quantitative crypto trading platform
2025 – 2026

Vikeur is a system I built on my own to study and test automated crypto trading. It collects market data, generates trading signals, and can execute trades — in a simulated ("paper") mode or, once a strategy is proven, in a controlled live mode.
Automated trading can go wrong fast, in a way that loses real money. I wanted a system where mistakes are caught early, and where a strategy cannot trade with real funds until it has proven itself with data.
I built a backend in Python and FastAPI that collects live market data from HTX and Binance, runs several independent decision engines, and combines their signals through a calibration step. A separate risk engine checks every decision before it can be executed, and can stop all trading immediately through a kill switch.
I designed and built the full system alone: the data pipeline, the decision engines, the risk engine, the strategy lifecycle logic, the Next.js dashboard, and the deployment setup.
- Live market data from HTX and Binance (spot and futures)
- Several independent decision engines, merged through probability calibration
- A risk engine with a hard kill switch
- A governance rule that blocks live trading until a strategy is statistically validated
- Automatic suspension of strategies that stop performing
- Telegram notifications
- A Next.js dashboard to monitor the system, protected behind authentication
Technical details
The system runs as several services (data collection, decision engine, risk engine, execution, and more), each with a clear boundary enforced in code — 16 boundaries, checked automatically with import-linter. It uses TimescaleDB for market data, Redis for fast internal messaging, and is deployed with Docker and Caddy on a VPS.
I built this in stages, adding one capability at a time — data, then signals, then risk, then execution, then monitoring — and testing each stage before moving to the next.
The system is feature-complete and running in paper mode. I have not moved real funds into live trading yet — the governance rule is doing exactly what it is designed to do.