Independent researcher, author, and creator of Market Alchemy Research.
Research · Structural Depth · Structural Determination · Empirical Computation · System Architecture
Market Alchemy is the research and technology architecture developed through this program.
Halil İbrahim Güven is the creator and system architect of Market Alchemy Research, an independent research program investigating structural determination, structural depth, complex systems, time, markets, and computational methods.
The program develops theoretical frameworks, formal models, empirical tests, computational experiments, reproducible research tools, and working decision-system architectures.
MarketAlchemy.io is the public research and technology interface of this program.
His work combines a background in financial and technical analysis with independent research in structural systems and computational methods. He has worked as a financial analyst for more than 18 years, including experience in banking analysis, and has pursued independent research and authorship since 2016.
His research program has developed from theoretical work on Structural Depth and structural determination toward formalization, computational implementation, empirical testing, and reproducibility.
Structural Determination Axioms (SDA)
An axiomatic layer defining a minimal structural vocabulary for investigating systems before selecting a particular representation or measurement.
Structural Depth Theory (SDT)
A framework for studying how systems become organized through layers of constraints, relations, accessibility, and containment.
Empirical Computational Research
The research program translates selected theoretical structures into computable quantities, experiments, live telemetry, matched controls, and reproducible computational procedures.
The Market Alchemy architecture connects theoretical research with computational implementation. Research outputs can become models, experiments, decision-support engines, observability systems, and reproducible computational tools.
The public Observatory provides an accessible runtime layer through which selected computational outputs can be observed in real time.
The Market Alchemy Research Archive preserves the chronological development of the program, including research articles, preprints, DOI records, source-code records, theoretical formulations, empirical studies, and reproducibility materials.
The archive is maintained as the primary public research record of the Market Alchemy program.
The following identifier provides a persistent external reference for this research identity.