AI-Powered Trading Intelligence

We engineer intelligent trading systems that turn market data into actionable alpha.

25 years of Silicon Valley engineering, applied to quantitative finance. We build algorithmic trading systems, broker integrations, and AI-driven portfolio tools.

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Building Trading Systems Is Hard. We've Done It.

Connecting to broker APIs. Processing real-time market data. Building backtesting infrastructure. Training AI models that actually work in production. Deploying systems that trade your capital reliably.

These are hard engineering problems. We've solved them — and we trade our own capital with the systems we build.

Our Services

End-to-end solutions for algorithmic trading and AI-powered finance

Trading System Architecture

Design and build algorithmic trading infrastructure from the ground up. Low-latency execution, risk management, multi-asset support.

  • System design for low-latency execution
  • Risk management frameworks
  • Portfolio allocation engines

Broker API Integration

Connect your systems to Schwab, Interactive Brokers, Tradier, and more. Battle-tested integrations that handle the edge cases.

  • Schwab API integration
  • Interactive Brokers (IBKR) gateway
  • Tradier API implementation

AI/ML for Finance

Deploy modern AI for market analysis, signal generation, and portfolio optimization. From sentiment analysis to LLM-powered research agents.

  • Market sentiment analysis (LLM-powered)
  • Signal generation models
  • Portfolio optimization algorithms

Backtesting Infrastructure

Build the data pipelines and testing frameworks to validate your strategies before risking capital. Walk-forward optimization, realistic simulation.

  • Historical data pipeline architecture
  • Strategy backtesting frameworks
  • Performance analytics dashboards

AI Agent Automation

Automate routine financial operations with intelligent agents. Document processing, alert systems, decision support.

  • Workflow automation agents
  • Document processing (earnings, filings)
  • Alert and monitoring systems

Proven Expertise

25+ Years
Silicon Valley Engineering
Broker APIs
Schwab · IBKR · Tradier
Data Vendors
Polygon · ThetaData
Strategies
0DTE · Options · Equities · AI-Driven

Why HelioQuant AI?

Practitioner, Not Theorist

We trade our own capital with the systems we build. When something breaks at 9:31 AM, we feel it too.

Full-Stack Capability

Data pipelines. AI models. Trading execution. User interfaces. We build the complete system, not just a piece.

AI-Native Approach

Modern LLM and ML integration that traditional quants don't have. We bring Silicon Valley's AI expertise to finance.

Decades of Experience

25 years building production systems at scale. We've seen market crashes, API outages, and everything in between.

Ready to Build Your Trading Edge?

Whether you need a complete trading system, help with a broker integration, or AI capabilities for your fund — let's talk.

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