Professional resume of Andrew Charneski, a senior software engineer and AI architect with 20+ years of experience in AI/ML research, distributed systems, cloud infrastructure, and full-stack development.
A comprehensive walkthrough of Cognotik, an open-source AI-powered development platform that uses declarative Markdown files with YAML frontmatter to orchestrate complex workflows — from README generation and web research pipelines to self-maintaining codebases.
An exploration of Generation-Augmented Retrieval (GAR) and the Model Context Protocol (MCP), navigating the shift from traditional RAG through a unique pirate-themed narrative.
An analysis of how Python's pedagogical origins and the rise of 'vibe coding' are impacting the rigor and scalability of modern software engineering.
A deep dive into evolving the Java Virtual Machine from a local artifact-based model to a network-native symbolic substrate.
A proposal for JSON++, a grammar-extensible substrate for active data, bridging the gap between static serialization and dynamic processing.
A design document for a Kotlin library implementing Constructive Real Arithmetic, focusing on exactness, lazy evaluation, and arbitrary precision for real numbers.
Project specification for a Geometric Theory Inference Engine, aiming for semantic reconstruction of point clouds via evolutionary CSG discovery and a hybrid optimization approach.
A comprehensive system architecture enabling LLMs to design, simulate, and visualize analog circuits through a Central Intermediate Representation (CIR-JSON), combining eecircuit simulation with tscircuit visualization.
A beautifully illustrated comic exploring how vector clocks reveal the honest nature of distributed systems through the meeting of a burned-out engineer and a theoretical physicist.
Comprehensive software design document for a voice-centric AI agent system enabling developers and data scientists to interact through natural language voice commands for software development, data analysis, and project management workflows.
A computational framework for generating 3D mechanical linkages like gears and kinematic couplings using voxel-based topology optimization and kinematic subtraction.
Technical specification for a numerical geometry engine designed to resolve hyperdimensional constraints into analytical coordinates.
Comprehensive technical framework for simulating multiply-connected spacetime manifolds with polyhedral topology, quantum field eigenmodes, and cosmic mirage analysis to quantify size distortion effects in small universe models.
Prototype application specification for DAG-based patch analysis tool that auto-regresses Git commits into semantic operation graphs
A democratic journalism platform treating readers as jury members, optimizing for relevance and decision uncertainty rather than clicks and confirmation bias.
A machine-consumable patch format using directed acyclic graphs to represent code changes as semantic operations rather than line-based diffs.
High-performance C++ library for managing arbitrarily large bit-packed arrays using memory mapping and external sorting algorithms for permutation ring operations on billion-element datasets.
Comprehensive functional requirements specification for the BCLA Simulation Toolkit, a research platform for studying emergent computational phenomena in autonomous agent systems and constrained cellular automata.
Mathematical framework for cross-camera island matching and 3D object localization using view-aligned scanlines and epipolar constraints
Complete Rust implementation specification for Continuous Expectation-Prior Run-Length Encoding with analysis-ready geometric feature extraction
A technical framework for type-safe agent orchestration with compositional contracts and resource-aware planning
Technical specification for an autonomous research evolution platform that treats research artifacts as living, evolving entities
Comprehensive analysis of AI's transformative impact on software development, examining current trends, future projections, and best practices for conscious evolution in the age of autonomous development.
An in-depth analysis of the actor pattern in AI interaction architectures, exploring computational boundaries and intelligent design.
SOCKS Proxy Traffic Interceptor - Technical Proposal
Comprehensive software framework for implementing trust region methods in neural network optimization with Java MindsEye library
Analysis of the overlooked MindsEye deep learning framework and its implications for training data bias in AI systems
An in-depth analysis of MindsEye's sophisticated reference counting approach for GPU memory management in Java ML frameworks
Technical analysis of MindsEye's modular optimization architecture, examining its four-layer decomposition and innovative approaches to machine learning framework design.
A comprehensive framework for open-source orbital dynamics and space mission design, featuring GPU acceleration, automatic differentiation, and relativistic corrections.
A comprehensive research proposal for developing an Ontological Compiler Toolchain that systematically translates abstract conceptual frameworks into executable computational forms
A novel approach to constrained LLM generation using formal grammar lookahead for improved structured output reliability
A novel distributed software transactional memory platform providing ACID guarantees across clusters through REST-friendly HTTP protocol
A comprehensive research paper presenting MindsEye, a hybrid memory management system combining reference counting with Java's garbage collection for deep learning applications.
