About QuantByte
QuantByte began as a passion project and launched in 2025 as a product of Service Innovation Research Center LLC with a clear mission: make quantitative income and investing strategies accessible to hard-working individuals who want to build long-term wealth.
The platform blends education, automation, and practical tooling so you understand every move your strategies make. Whether you are juggling a demanding career or simply short on time, QuantByte helps you build the financial muscle to thrive in today's world with smarter investing decisions.
"You can make money in any market when the strategy is risk-aware and systematic."
We build quantitative methods that adapt across regimes so you can pursue cash flow and compounding while keeping downside controlled.
Why We Built QuantByte
Financial Education First
We translate complex market mechanics into plain language, equipping you with the knowledge to make informed investment decisions.
Income + Long-Term Growth
Markets may rise or fall, but diversified, rules-based approaches can generate cash flow while supporting long-term wealth creation. We prioritize risk controls so you can pursue returns without outsized exposure.
Time-Smart Automation
Our workflows keep daily oversight to minutes, letting you monitor, approve, and adjust without living on trading screens.
Meet Our Founder
Erik Mekelburg, Ph.D., blends academic finance research with over two decades in enterprise software at SAP and Sibros. He has worked as a software engineer, consultant, and senior sales leader. Erik teaches PhD level quantitative methods at the University of Denver's Daniels College of Business, previously led analytics courses at Portland State University, and earned a Ph.D. in Finance from the University of Denver, an MBA from the University of Warwick in England, and a BA from DHBW Ravensburg in Germany. He is passionate about using technology to streamline complex workflows and helping motivated people make smarter financial decisions.
Recent publications:
- Pooling and winsorizing machine learning forecasts to predict stock returns with high-dimensional data -- Journal of Empirical Finance (Sep 2024)
- Unlocking the black box of sentiment and cryptocurrency: What, which, why, when and how? -- Global Finance Journal (Feb 2024)
- BeFi meets DeFi: A behavioral finance approach to decentralized finance asset pricing -- Research in International Business and Finance (Apr 2023)
Moving Forward Together
QuantByte continues to evolve alongside our community. As you strengthen your investing and trading skills and confidence, we expand the platform to meet you where you are--from education and portfolio design to live income engines. Together, we can navigate volatility, manage risk, and build a more secure financial future.