Core Scope
KometX is an internal R&D lab building and operating proprietary algorithmic market systems for our own market participation.
Technical Capabilities
Our technical scope encompasses the full lifecycle of algorithmic trading systems—from research and modeling through production deployment and continuous monitoring. We build systems designed to operate under real-world constraints across diverse market regimes.
Research & Modeling
Hypothesis-driven research, statistical modeling, feature engineering, and regime detection methodologies.
- • Market microstructure analysis
- • Pattern recognition and sequence modeling
- • Backtesting frameworks with realistic constraints
Engineering & Infrastructure
Production-grade pipelines, data engineering, cloud infrastructure, and automated deployment systems.
- • Real-time data processing pipelines
- • Scalable compute and storage systems
- • CI/CD and infrastructure as code
Operations & Monitoring
Observability, alerting, incident response, and operational reliability engineering.
- • Real-time monitoring and alerting
- • Risk gates and position controls
- • Incident response and recovery procedures
Research Domains
Our research spans multiple domains, each contributing to robust algorithmic systems
Market Microstructure
Order flow, liquidity dynamics, spread analysis, and execution cost modeling.
Regime Detection
Identifying market states and adapting strategies to changing conditions.
Risk Modeling
Portfolio risk, drawdown constraints, and stress testing methodologies.
Signal Processing
Feature extraction, noise reduction, and signal-to-noise optimization.
Execution Algorithms
Optimal execution strategies, TWAP/VWAP, and market impact minimization.
Data Engineering
High-frequency data pipelines, cleaning, normalization, and storage systems.
System Architecture Overview
High-level view of our technical infrastructure and system components
Data Layer
Real-time and historical market data ingestion, storage, and processing pipelines.
- • Multi-source data aggregation
- • Time-series databases
- • Data quality and validation
Research Layer
Model development, backtesting, and validation environments.
- • Jupyter notebooks and research tools
- • Backtesting frameworks
- • Experiment tracking and versioning
Execution Layer
Production trading systems with risk controls and execution logic.
- • Order management systems
- • Risk gates and position limits
- • Execution algorithms
Monitoring Layer
Observability, alerting, and operational dashboards.
- • Real-time metrics and dashboards
- • Alerting and incident management
- • Performance analytics
Platform Interfaces
Public-facing interfaces that provide market context and research insights
Market Dashboard
Live market context, real-time data, and observation surfaces.
Open DashboardEconomic Calendar
Macroeconomic events for risk context and situational awareness.
Open CalendarMarket Segments
Instrument coverage and our classification approach.
View SegmentsTechnology-Driven Excellence
Our approach to R&D, DevOps, SecOps, and infrastructure.
Explore TechnologyExplore the Platform
Review our technical scope, explore market interfaces, or read research notes.
Educational content only. Not financial advice. No client services.