Python & Backend
- Python
- FastAPI
- Uvicorn
- Pydantic
- WebSockets
- HTTPX2
- REST API Development
Crypto
Systems & Automation.
Development of crypto and Bitunix systems with exchange APIs, trading backends, real-time market data, REST and WebSocket integration, and structured data storage. Python connects these systems with data engineering, statistical analysis, machine learning and strategy validation for trading, crypto and custom platforms.
DATA
Data & Storage
- pandas
- NumPy
- SciPy
- PyArrow
- ijson
- SQLAlchemy
- Alembic
- SQLite
ML
Machine Learning & Quant
- scikit-learn
- joblib
- Statistical Analysis
- Feature Engineering
- Backtesting
- Strategy Validation
- Market Data Research
QA
Testing & Engineering
- pytest
- Virtual Environments
- Dependency Management
- Structured Data Pipelines
- CSV / JSON / Parquet
Used across trading platforms and custom systems
cTrader → Python Research
MetaTrader 5 → Python Research
Crypto APIs → Python Backend → Quant Analysis