About Me
Research Profile
Independent Researcher focused on fundamental computer science, information theory, and computational complexity. Author of groundbreaking paradigms including Pointer-Based Security, Local Data Regeneration, and Position-Candidate-Hypothesis (PCH).
My work challenges conventional approaches across multiple domains of computer science, proposing architectural shifts that eliminate vulnerable data existence, redefine communication as synchronous state discovery, and transform NP-complete problem-solving through structural-statistical analysis.
Research & Innovation
Author of three published paradigms: The Pointer-Based Security Paradigm, The Local Data Regeneration Paradigm, and The Position-Candidate-Hypothesis (PCH) Paradigm
Research Impact Metrics
Research & Paradigms
Pointer-Based Security Paradigm
Architectural Shift from Data Protection to Data Non-Existence
A fundamental rethinking of digital security architecture that eliminates vulnerable data existence rather than protecting it through conventional encryption.
Abstract
This paper introduces the Pointer-Based Security Paradigm, which transforms digital security from protecting data during transmission and storage to architecting systems where sensitive data never exists as a vulnerable entity. The paradigm demonstrates practical implementations including zero-transmission messaging and storage-free authentication.
🎯 Core Transformations
From Data Transmission to Synchronous Discovery
Information emerges through pointer-based coordination
From Secret Storage to Deterministic Regeneration
Authentication via proof of knowledge
From Attack Surface Protection to Architectural Elimination
Security through surface removal
Local Data Regeneration Paradigm
Ontological Shift from Data Transmission to Synchronous State Discovery
Fundamental theoretical work proposing an alternative to classical information transmission, where data is regenerated locally through synchronized computation.
Abstract
This work introduces the Local Data Regeneration Paradigm, which challenges the fundamental Shannonian model of information transmission. We propose an ontological shift where data is understood not as objects to be transferred, but as states reached by deterministic systems through synchronous application of shared algorithms to coordinated pointers. Communication is redefined as pointer coordination rather than content transmission. The paradigm is formalized through three foundational postulates, with analysis of applicability domains and fundamental implications for information theory and computer science. This work presents a theoretical framework requiring extensive validation and further research before practical application.
🎯 Foundational Postulates
Data as System State
Information as computational state rather than transferable object
Synchronous Local Regeneration
Identical states reached through shared algorithms: D = F(S, P)
Communication as Pointer Synchronization
Coordination of discovery coordinates
Deterministic Game Engine Tech report
Practical Implementation of Security & Regeneration Paradigms
A research prototype demonstrating the practical feasibility of both paradigms through deterministic architecture with O(1) state access and mathematical verification.
Abstract
This technical report presents experimental validation of theoretical paradigms from author's previous works. A research prototype demonstrates architectural principles enabling infinite world generation, mass NPC simulation, and state verification without data transmission. Experimental results provide concrete evidence supporting theoretical advantages including state access times independent of position index and serverless architecture patterns.
🎯 Experimental Results
World Generation
2.8 million elements/second throughput
State Access
O(1) constant-time across all positions
Entity Simulation
Linear O(n) scaling characteristics
Verification
Cryptographic operation verification capabilities
Position-Candidate-Hypothesis (PCH) Paradigm
A Structural-Statistical Approach to NP-Complete Problems
Novel structural-statistical approach that transforms NP-complete problem-solving from exhaustive search to systematic decomposition into positions, candidates, and hypotheses, followed by parallel investigation and statistical synthesis.
Abstract
This research paper introduces the Position-Candidate-Hypothesis (PCH) paradigm as a novel theoretical approach to NP-complete problems. This work proposes a fundamental shift from traditional combinatorial search to structuralstatistical analysis. The research explores the decomposition of problems into three interconnected components: positions, candidates, and hypotheses, followed by statistical integration. This work presents a new perspective on computational problem-solving that emphasizes structural analysis and pattern recognition over exhaustive search methods.
📐 Fundamental Components
Positions (n)
Structural elements in solution space. For problem size n, there are n positions.
Candidates (n)
Entities for position assignments. Each position considers n candidates.
Hypotheses (n)
Independent research processes. n hypotheses provide complete problem coverage.
Research Proposition: PCH uses n hypotheses, n positions, and n candidates per position for problems of size n.
Paradigms Evolution
Pointer-Based Security
Architectural Security Transformation
Theoretical Foundation
Conceptual shift from data protection to data non-existence
Architectural Framework
Three fundamental transformations in security architecture
Experimental Validation
Proof-of-concept confirming paradigm feasibility
Local Data Regeneration
Information Theory Transformation
Ontological Foundation
Reconceptualizing data as discoverable state
Theoretical Framework
Three postulates of local data regeneration
Implementation Validation
Proof-of-concept confirming paradigm feasibility
Deterministic Engine
Practical Implementation
Pointer-Based Security
Theoretical foundation for data non-existence
Local Data Regeneration
Ontological shift from transmission to discovery
Practical Implementation
Experimental validation through deterministic engine
Research Expertise
Security Research
Digital Security Architecture
Pointer-Based Security
Zero-Transmission Systems
Cryptographic Verification
Information Theory
Data Transmission Alternatives
Local Data Regeneration
Deterministic Systems
Theoretical Frameworks
Computational Complexity
NP-Complete Problem Solving
PCH Paradigm
Parallel Investigation
Structural Decomposition
Contacts
For research collaboration, peer review, or academic discussion exploring pointer-based security architectures, local data regeneration paradigms, and structural approaches to NP-complete problems.