SYSTEM ARCHITECTURE & AI

We build systems where AI meets real infrastructure.

20+ years of .NET engineering. From trading bots to AI integration. Research-first approach, production-grade code.

01 /

Capabilities

SYS.01

Algorithmic Trading

Trading bots for crypto markets with ML-based entry filters. Backtested with real commissions, not toy numbers.

ML.NETBinance API
SYS.02

AI Integration

We wire machine learning into your .NET stack — classification, prediction, NLP — without rewriting what already works.

LLM APIsNLP
SYS.03

Intelligent Bots

Telegram bots and AI assistants. Not thin wrappers around ChatGPT — production systems with state management and logic.

Telegram APIAgents
02 /

Why us

20+ years in .NET

Enterprise-grade engineering, not a weekend project.

Research-first

We experiment, measure, then build. No guessing.

Production-grade

Code that runs under load, not just in a notebook.

Full ownership

From ML model to Docker deployment and monitoring.

03 /

Tech Stack

Core .NET 8, C#, ASP.NET Core
AI / ML ML.NET, OpenAI, HuggingFace
Infrastructure Docker, PostgreSQL, Redis
Integrations Binance, Telegram, REST/gRPC

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