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.

Central index for my research projects, code, publications, and Zenodo‑archived materials, including work on spaceborne lidar, urban forestry, vegetation modeling, and open-source geospatial workflows.

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).

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.

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

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"

Code and experimental setup for investigating how exposure to social-media-style language affects the behavior of large language models, focusing on toxicity, sentiment, and coherence.

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

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