Fintech Trades
Advanced Financial Data Insights with Pairs Trading Strategies
Equity Selection Engine
Fintech Wave Equity Index​
​
Who We Are
Fintech Trades is an independent research initiative focused on computational finance, systematic market analysis, and infrastructure-first thinking.
​
The work published here explores how quantitative models, data, and technology can be used to better understand market behavior—not through prediction, but through disciplined inquiry, measurement, and iteration. Our emphasis is on process over outcomes and structure over speculation.
Our Approach
Markets are complex adaptive systems. Fintech Trades approaches them as such—using computational methods to examine relationships, stress assumptions, and evaluate behavior across different market regimes.
Research efforts span:
-
Systematic equity selection frameworks
-
Benchmark-relative analysis
-
Model design and evaluation
-
Data integrity and methodology
-
Risk awareness and structural limitations
All models and discussions are exploratory and evolve over time.
Research Philosophy
The philosophy behind Fintech Trades is simple:
Clarity emerges from structure.
​
By translating intuition into explicit logic, research becomes testable, repeatable, and open to scrutiny. This process does not eliminate uncertainty—it makes uncertainty visible.
​
Artificial intelligence and automation are treated as collaborators in this process, helping refine questions, accelerate iteration, and expose hidden assumptions.
Infrastructure Mindset
Strong models demand strong foundations.
​
As research matures, attention naturally expands beyond analytics into the technical infrastructure required to support scalable, secure, and auditable systems. This includes considerations around data pipelines, system boundaries, reproducibility, and future execution environments.
​
Fintech Trades views infrastructure not as an afterthought, but as a core component of responsible financial system design.
Community & Dialogue
This work is shared to encourage thoughtful discussion among practitioners, technologists, and researchers navigating similar questions at the intersection of finance and computation.
​
Progress in this field is rarely linear—and often emerges through dialogue. Fintech Trades exists as a place to exchange ideas, challenge assumptions, and explore what comes next.
Terms of Use
By accessing this website, you agree to use the content for lawful, informational purposes only. All content is provide “as is” without warranties of any kind, either express or implied.
​
Fintech Trades makes no representations regarding the accuracy, completeness, or timeliness of information published on this site. The use of any information is at your own risk.
Nothing on this website creates a client, advisory, fiduciary, or professional relationship between you and Fintech Trades.
​
Content may not be reproduced, distributed, or republished without prior written consent.
Important Disclosures
The information provided on this website is for informational and educational purposes only and reflects the personal views of the author. It does not constitute investment advice, financial advice, legal advice, or tax advice, nor does it constitute an offer to sell or a solicitation of an offer to buy any securities or investment products.
​
Fintech Trades is not a registered investment adviser, broker-dealer, or commodity trading advisor. Any discussion of financial models, strategies, indices, or system architecture is conceptual in nature and does not represent actual or proposed trading, portfolio construction, or investment management services.
​
Any data, analysis, or examples presented are illustrative only and may be based on historical or simulated information. Past performance, whether actual or hypothetical, is not indicative of future results. No assurance can be given that any investment objectives would be achieved.
Markets involve risk, including the potential loss of principal. Financial models rely on assumptions, data inputs, and methodologies that may change over time and may not account for all market conditions or risks.
​
Any future investment advisory or fund activity, if pursued, would be conducted only in compliance with applicable regulatory requirements and subject to required registrations and approvals.