BlackOps

Deployed. Monitoring.
Autonomous.

Premium trading infrastructure automation. Already have a strategy running locally? We automate as much of the system as you want and deploy it to the cloud.

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Process

How It Works

01

Assessment

Evaluate your existing strategy, codebase, and infrastructure needs. Define scope and automation targets.

02

Architecture

Design cloud-native deployment on AWS. Select services, define event flows, and plan infrastructure-as-code.

03

Deployment

Containerized deployment with CI/CD pipelines. Automated testing, staging environments, and production rollout.

04

Monitoring

Real-time dashboards, alerts, and anomaly detection. Know the instant something needs attention.

Capabilities

Services

Infrastructure

AWS Cloud Deployment

Full-stack cloud deployment using battle-tested AWS services. Serverless or containerized, depending on your workload.

  • AWS Lambda for event-driven execution
  • ECS/Fargate for long-running processes
  • Step Functions for workflow orchestration
  • EventBridge for scheduling and event routing
Execution

Automated Portfolio Rebalancing

Systematic execution on your schedule. Drift monitoring, position sizing, and automated order management.

  • Scheduled execution with configurable frequency
  • Portfolio drift monitoring and alerts
  • Risk-aware position sizing
  • Broker API integration (IBKR, Schwab)
Observability

Real-Time Monitoring & Alerts

Full observability into your deployed systems. Know what happened, when, and why.

  • CloudWatch dashboards and metrics
  • SNS/email/SMS alert pipelines
  • Anomaly detection on key metrics
  • Execution audit trails and logging
Development

Custom Python Development

Bespoke automation built to your specifications. Strategy logic, data pipelines, and API integrations.

  • Strategy automation and signal generation
  • Data pipelines (market data, alternative data)
  • REST/WebSocket API integrations
  • Testing infrastructure and CI/CD
Stack

Tech Stack

AWS Services
  • Lambda
  • ECS / Fargate
  • Step Functions
  • EventBridge
  • CloudWatch
  • SNS
  • S3 / DynamoDB
  • SSM Parameter Store
Python
  • pandas / numpy
  • boto3
  • Pydantic
  • pytest
  • FastAPI
  • SQLAlchemy
  • beartype
  • ruff / mypy
Infrastructure
  • Docker
  • GitHub Actions
  • CloudFormation / CDK
  • pre-commit hooks
  • Terraform (optional)
  • Datadog (optional)

Ready to deploy?

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