// about
BIOPHYSICS · AI ENGINEERING · GAME SYSTEMS
A researcher-developer combining a biophysics research background with computational modeling, AI agent systems, scientific software, and game/system design. Cihanatak.com is the personal production platform where research ideas become shipped products.
BSc in Physics at Middle East Technical University; MSc in Biophysics on modeling peripheral nerve conduction velocity distributions with modern programming and data analysis methods. PhD work in Biophysics is in progress.
Academic work spans biomedical measurement systems, bioimpedance, light scattering spectroscopy, nerve conduction, biomedical signal analysis, and clinical decision-support approaches. On the production side, that research foundation connects with software architecture, AI agent systems, and game/system design.
Three areas of work that converge on a single production line.
I work on biophysics and biomedical measurement systems: bioimpedance-based fluid analysis, fiber-optic clinical assessment, light scattering spectroscopy for tissue classification, and computational modeling of nerve conduction data. The goal is not only to collect physical signals, but to turn them into analyzable, verifiable, and usable decision-support systems.
My AI work focuses on coordinating, supervising, and turning models into reliable production systems. Within the Decentralized_AI direction I work on multi-agent orchestration, quality gates, memory systems, local/cloud model combinations, and verifiable outputs. A good AI system isn't just one that gives strong answers — it's honest about what it did, explicit about uncertainty, and reliable enough to work alongside humans.
I see games not only as entertainment but as serious systems for studying decision quality, economy balance, long-term planning, user behavior, and interactive design. Strategy and tycoon systems — resource management, risk, pacing, comeback mechanics, meaningful choices — feed back into how I think about software and AI. Projects like Ages Tycoon are productized examples of this direction.
From physics to biophysics, from biomedical research to AI systems and productization.
Foundation in physical systems, modeling, and analytical thinking.
Nerve conduction velocity distribution, programming, and data analysis.
Bioimpedance, optical spectroscopy, clinical decision support.
Multi-agent workflows, supervised production, Decentralized_AI.
Scientific tools, game systems, and cihanatak.com as a personal product showcase.
Active tracks on the production line right now.
NCVD and biomedical data analysis tools
AI agent orchestration and supervised AI development workflows
ARC-AGI-inspired problem solving and world model approaches
Ages Tycoon and other interactive game/system products
cihanatak.com — a structured showcase for products, research, and tools
Tools and technologies used regularly.
In progress — focused on biomedical measurement systems and computational analysis.
Modeling peripheral nerve conduction velocity distributions (NCVD) with modern programming and data analysis methods.
Foundation in physical systems, modeling, and analytical thinking.
Cihanatak.com is a personal product platform connecting academic research, AI engineering, scientific software, and game/system design within a single production direction.
Reach out for research collaboration, consulting, or a quick conversation.