Independent Systems Builder
I design and operate closed, deterministic computational systems to study long-horizon behavior, stability, and emergent structure. I was born in Ankara in 1988. I consider evolution to be one of the most primitive methods of progress available to life. For a species to advance, the brutal extinction of millions of living beings is presented as an acceptable cost. Yet despite this immense destruction, evolution remains a remarkably inefficient mechanism. To me, it resembles a poorly governed medieval kingdom—one that extracts excessive taxes from its people, squanders resources, and inflates itself through unnecessary and careless expenditures. Progress is claimed to occur, but its price is almost always profoundly disproportionate.
Designed and implemented closed computational systems operating without external input.
Built execution loops where system evolution is driven solely by internal state and local interactions.
Defined and enforced system boundaries to ensure runtime operation without external intervention or parameter injection.
Owned architectural decisions regarding system scope, execution rules, and interaction constraints.
Developed simulation infrastructures producing fully reproducible behavior under identical initial conditions.
Implemented seed-based initialization schemes to standardize and compare simulation runs.
Enabled comparative analysis of behavior variation across different seeds.
Produced reusable run outputs, comparison logs, and analysis artifacts to support reproducibility.
Configured systems for long-duration execution (hours to days) rather than short validation runs.
Designed and executed test scenarios to monitor memory usage, state accumulation, and dynamic degradation over time.
Implemented observation mechanisms to detect behavioral locking, monotonic collapse, or instability under prolonged operation.
Documented stability limits and failure thresholds through extended test outputs.
Built experimental frameworks treating each execution as an isolated and reproducible run.
Structured runs into early, mid, and late phases to support phase-specific behavior analysis.
Evaluated system behavior based on recurring patterns and frequency rather than single outcomes.
Generated structured datasets to enable cross-run and cross-phase comparison.
Designed and implemented logging systems capturing critical internal state transitions.
Defined log schemas constrained to raw data, preserving post-hoc analytical flexibility.
Enabled backward tracing of behavior through causal reconstruction from recorded system states.
Produced long-horizon monitoring artifacts to support comparative analysis.
Designed experimental scenarios that progressively reduced degrees of freedom within systems.
Observed and analyzed behavioral reorganization under increasing constraint.
Evaluated the impact of parameter narrowing through comparative phase behavior.
Documented system responses to constraint-driven structural pressure.
Identified thresholds where system behavior shifted abruptly or gradually over time.
Analyzed reproducibility of phase transitions across controlled runs.
Traced behavioral changes back to their mechanical origins using comparative run analysis.
Developed technical infrastructures treating games as simulation environments rather than products.
Designed and implemented deterministic combat and interaction systems.
Worked on classless character structures and geometry-based power and damage distribution models.
Conducted long-horizon progression and balance experiments within simulated environments.
Established disciplined workflows for step-by-step experimental execution and documentation.
Isolated the behavioral impact of individual system changes through controlled experimentation.
Built configurations ensuring comparability across long-running experiments.
This work is not a product or a startup. It is an exploratory effort to understand how persistent structure, stability, and phase behavior can emerge in closed systems without external objectives or reward functions.
I am open to long-horizon, exploratory collaborations and research-aligned partnerships.