DSP-inspired multirate wrappers for GPT with adaptive hyperparameters and faster training.

Autonomous Red Team: Multi-Agent Adversarial Security Testing — paper + proof-of-concept framework | DAI-2513 | Dissensus AI Working Paper

ASRI: Aggregated Systemic Risk Index for Cryptocurrency Markets — paper + real-time monitoring system | DAI-2509 | Dissensus AI Working Paper

Minimal Tensor Logic AI engine in PyTorch – Datalog reasoning as tensor operations (einsum) and neural networks in one framework.

ANIT — Narrative Architecture of Textual Invariance: computational verification scripts and materials for a structural narrative model based on textual invariance. / ARQUITETURA NARRATIVA DE INVARIÂNCIA TEXTUAL (ANIT) Um Modelo Estrutural de Reorganização Narrativa com Preservação Integral da Materialidade Textual

Official implementation of the Lattice Stabilization Protocol for AGI Alignment (Type-IV). Implements zero-knowledge tensor bridging for hyper-dimensional manifolds.

AI testbed for mission-critical software optimization using telemetry, ML, and Bayesian tuning (SmallSat 2025)

Multimodal LLM hallucination quantification via KL-smoothed scores + spectral/energy models (RKHS, hypergraphs).

Modular PyTorch implementation of CheX‑DS (DenseNet121 + Swin Transformer) for pneumonia detection, featuring 99% recall, Docker support, and an interactive Streamlit dashboard.

EEG subject identification project @ HERO Lab!!

End-to-End Python Music Information Retrieval system for automated DJ mix segmentation via multi-cue novelty fusion (RMS, Chroma, Spectral Flux), Dynamic Programming optimization, and HMAC-SHA1 cryptographic identification through ACRCloud API integration. Solves automated track boundary detection in continuous audio streams.

Analysis code for: Associations Between Physical Activity Intensity and Experience, Self-Regulation, and Self-Reported Interoceptive Accuracy and Attention

Empirical Validation of ROM Consent-Friction Dynamics — code companion to ROM (DAI-2503) and AoC (DAI-2601)

Replication Optimization at Scale: Dissolving Qualia via Occam's Razor — 33k-word monograph + computational simulations | DAI-2512 | Dissensus AI Working Paper

A modular, custom-made Mixture-of-Experts transformer LLM showcasing modern architectural features from recent LLM research, including RoPE, GQA, sliding-window attention, and curriculum training.

Code for ACL 2025 paper: "Structural Deep Encoding for Table Question Answering"

Interactive image segmentation pipeline with object creation, feature-space clustering and modular segmentation routines.

Multi-Agent Reinforcement Learning with Friction Dynamics — code companion to Axiom of Consent (DAI-2601)

Continuous vs. discrete spatial metrics in economic geography. Coexistence, similarity & density.