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Macro Regime Analysis
Identify whether markets are risk-on, transitional, defensive, or crisis-driven.
Data → Factor → Regime → Risk Budget
Explainable research for macro risk and capital allocation.
Aquajewel is a research-driven capital management group focused on how liquidity, credit, interest rates, inflation, currency conditions, and human behavior shape asset prices.
Investment Philosophy
Investment begins with human needs, not ticker symbols.
Asset prices are not isolated numbers. They are shaped by demand, resources, credit, policy, collateral, leverage, and emotion. The work of investing is to understand the environment, trace how risk moves, and decide how much exposure can be carried.
The goal is not to be right forever. The goal is to remain liquid, solvent,
and capable when the market proves you wrong.
What We Do
From market data to investment decisions.
Aquajewel connects quantitative analysis, macro research, and risk management into a disciplined process for understanding market regimes and portfolio choices.
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Risk Factor Mapping
Study liquidity, credit, rates, inflation, volatility, and dollar funding pressure.
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Portfolio Discipline
Translate market conditions into allocation, hedging, leverage, and rebalancing.
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Explainable Research
Build frameworks that can be understood, tested, challenged, and improved.
Aquajewel Framework
Data becomes useful when it becomes a decision process.
A forecast alone is not enough. Aquajewel emphasizes a complete decision chain: observe data, extract risk factors, classify the market regime, define the risk budget, then act with discipline.
Data
Observe market and macro conditions.
Prices, liquidity indicators, rate curves, derivatives, volatility, and economic data.
Factor
Identify the drivers of risk.
Rates, credit, inflation, dollar conditions, leverage, liquidity, and sentiment.
Regime
Classify the environment.
Risk-on, transition, defensive, crisis, or recovery conditions.
Risk Budget
Decide how much risk can be carried.
Balance opportunity with liquidity, drawdown tolerance, hedging, and survival.
Action
Allocate, hedge, rebalance, or step aside.
Investment action follows from regime awareness and risk capacity.
Research Platform
A structured workspace for data, strategy, risk, and research.
The Aquajewel platform organizes market research across data, models, allocation, hedge design, factor analysis, and experimental labs. No third-party trading widgets are required.
Data
Stocks, FRED indicators, rate curves, derivatives, imported datasets, and database tools.
Research
Concept maps, pattern analysis, time-series models, factor analysis, and sector rotation.
Strategy
Asset allocation, signal strategy, portfolio construction, and scenario design.
Risk
Risk analysis, hedge factor maps, exposure review, and drawdown control.
Lab
Experimental models, behavior studies, testing environments, and market simulations.
Values
Guided by enduring principles.
Our culture is built around intellectual honesty, disciplined ambition, and continuous learning.
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Integrity
We value directness, accountability, and intellectual honesty. Strong research requires the willingness to confront evidence.
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Winning
We pursue difficult problems with persistence. Markets reward preparation, adaptability, and disciplined execution.
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Learning
We continuously refine our models, challenge our assumptions, and learn from global ideas, systems, and behavior.
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Resilience
We prioritize survival, liquidity, and risk control so that we can keep participating when conditions change.
Team
Independent thinkers, shared discipline.
Since 2018, Aquajewel has cultivated a research community committed to analytical rigor, long-term improvement, and disciplined capital thinking.
Kay C
Founder
Fate L
Co-Founder
Carl Y
Co-Founder
Howard C
Co-Founder