Braiden Gole

Systems & OS

Deep-level architecture handling, memory management, and cross-platform runtime environments.

// KERNEL_&_RUNTIME
> Process Lifecycle, Virtual Memory, IPC, Concurrency (Mutex/Channels), Systemd Services, Sockets (TCP/UDP)
// OS_ENVIRONMENTS

# Linux
Bash, Profiling,
Package Arch

# Windows
WinAPI, PowerShell,
Registry Logic

# macOS
Zsh, Automation,
Darwin Hooks

// DIAGNOSTICS_&_TOOLING
> Performance Profiling, GDB/LLDB, Strace, Wireshark, Sysinternals

Hardware Abstraction Network Stack Cross-Platform Runtime

Security Engineering

Implementing modern and classical cryptographic systems with mathematical correctness and protocol rigor.

// SYMMETRIC_CIPHERS
> AES-GCM, Blowfish, DES, Twofish, RC4, ChaCha20
// PUBLIC_KEY_CRYPTOGRAPHY
> RSA, ECDSA, Schnorr Signatures, Ed25519
// HASHING_&_KEY_DERIVATION
> SHA-256, SHA-3 (Keccak), PBKDF2, Argon2id, bcrypt
// SECURE_PROTOCOLS
> TLS 1.3 Handshake, SSH Key Exchange, OAuth2/OIDC, JWT (JWS/JWE)
// SYSTEM_DEFENSE_&_AUDITING
> Zero Trust Arch, SQL Injection Mitigation, XSS Prevention, Rate Limiting (Token Bucket)
// MATHEMATICAL_FOUNDATIONS
> AKS & Miller–Rabin Primality, Elliptic Curve Pairings, Finite Field Arithmetic

End-to-End Encryption Identity Management Zero Trust Architecture

Zero-Library ML

Building algorithms from scratch using vectorized computation and manual derivation of gradients and cost functions.

// SUPERVISED_LEARNING
> XGBoost, Random Forest, AdaBoost, Gradient Boosting, SVM, Ridge/Lasso, OLS Regression, Polynomial Regression, Naive Bayes
// UNSUPERVISED_CLUSTERING
> K-Means, DBSCAN, BIRCH, OPTICS, GMM, Fuzzy C-Means, LOF, Affinity Propagation
// NEURAL_EVOLUTIONARY
> GNN, Autoencoder, Hypergraph, Self-Organizing Maps, Neural Network Evolution, Backpropagation, GRASP
// OPTIMIZATION_DIM_REDUCTION
> Gradient Descent, t-SNE, Isomap, KDTree Spatial Indexing

Multivariable Calculus Linear Algebra Stochastic Optimization Information Theory Bayesian Probability Partial Derivatives

Ghost Byte Protocol

Where logic meets aesthetics. I translate abstract system architectures into fluid motion, using algorithmic precision to tell visual stories that are as technically sound as they are creatively striking.

@ghostbyteprotocol

Engineering Principles

DEF: MECHANICAL_SYMPATHY

Optimizing for CPU cache-locality and branch prediction. Prioritizing memory-deterministic patterns over high-level abstractions to eliminate runtime overhead.

DEF: ALGORITHMIC_PARSIMONY

Solving complex problems with the most efficient data structures. Implementing custom spatial indexing (KD-Trees) and vectorized math to replace generic library bloat.

DEF: ROBUST_CONCURRENCY

Designing thread-safe, non-blocking systems. Leveraging Go's CSP model (channels/goroutines) and atomic primitives to build highly scalable backends.

DEF: PREDICTIVE_RELIABILITY

Rigorous system validation through performance benchmarking and automated stress testing. Building systems that fail gracefully and recover deterministically.

Core Stack

// LANGUAGES

C/C++ Go C# Python Java Node.js XAML

// FRAMEWORK_ARCHITECTURE

>> ASP.NET Core (MVC & Web API)
>> Django & Django REST Framework
>> Node.js (Express)
>> Gin (Go Web Framework)
>> RESTful API Architecture
>> WPF (Windows Presentation Foundation)
>> Wails (Go-Desktop Ecosystem)
>> Android Studio (Native Development)

// DATABASES

PostgreSQL SQL Server MongoDB SQLite

// V_&_V_TESTING_MANIFEST

[PASS] PyTest.unit // Python

[PASS] NUnit.suite // C#_WPF

[PASS] JUnit.core // Java_Android

[PASS] Go_Test.bench // Systems

[WAIT] Unity.test // Game_Engine

[RUN] Selenium.e2e // Web_Automation

[RUN] Postman.api // REST_Verify

[LOAD] JMeter.stress // Performance