Quant · ML
Quantitative finance & ML
Algorithmic trading research, regime detection, and execution infrastructure for frontier markets.
An AI engineering company
Building intelligent systems.
We build products and ship systems for clients who need both. Currently focused on quantitative finance and machine learning, with data engineering and software engineering services alongside.
- Daily requests served
- 10M+.
- Compliance frameworks
- HIPAA.
- Years shipping ML in prod
- 7+.
- Continents we work across
- 3.
Part of what we do
Four focus areas.
AI Engineering
AI engineering & systems
Production ML systems, agent platforms, evaluation pipelines, and RAG systems at scale.
Data
Data infrastructure
Pipelines, warehouses, and real-time analytics for organizations that need their data working harder.
Research
Research
Selected open work on systems we build, published as we ship them.
Selected work
Things we've built.
Ere
A research and execution platform for algorithmic trading strategies in frontier and emerging markets. Includes data ingestion, feature engineering, backtesting, walk-forward validation, and live execution components.
Production RAG infrastructure
Built and deployed a production retrieval-augmented generation system serving 10M+ daily requests. Architected the embedding pipeline, vector search layer, and response generation system. 40% latency reduction and 99% query resolution rate.
HIPAA-compliant therapy platform
Lead AI Engineer for a HIPAA-compliant therapy platform built on LangGraph. Designed multi-agent therapy session flows with safety guardrails, clinical-evaluation pipelines, and audit trails meeting healthcare-compliance requirements.
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