Latent Intent
2026AI-safety interpretability work toward detecting hidden objectives and scheming, studying how latent deception signal manifests when an LLM's outward behavior is held fixed.
AI safetyscheminginterpretability
Main Projects
↗Trajelysis
2026Framework for visualizing, decomposing, and analyzing layer-wise latent trajectories during generation.
LLMshidden statesvisualization
Agentica
2024Modular agentic framework for automation, learning, and research.
agentsautomationresearch
Heuristic Retrieval for Latent Reasoning
2025Latent-space guidance system for Meta's Coconut model.
LLMslatent reasoningFAISS
GPT-2-mimic
2024Pure Python/PyTorch GPT-2 reimplementation extended with QLoRA personality tuning.
PyTorchQLoRAtransformers
Side Projects
↗EPUB to Audiobook
2026A local Apple Silicon CLI that turns EPUB chapters into MP3s and audiobooks.
MLXQwen TTSEPUB
ChatBrain
2024Semi-objective conversational insights from exported chats and screenshots.
OCRLLMsconversation
Massively optimized Openscreen
2026Full-resolution OpenScreen fork with lower memory use and faster MP4 exports.
ElectronWebCodecsperformance
Playsorter
2025Automatically reorders Spotify playlists so similar songs sit next to each other, to avoid akward transitions.
SpotifyplaylistsLastFM
py-scripts
2024A bunch of miscellaneous small automation scripts and bots.
Pythonautomationutilities
Natural Language CLI
2024Natural language to shell commands, years before Claude Code and Codex!
shellLLMsCLI
japadict
2025An enhanced personal Japanese dictionary TUI, with automatic Anki card creation and export.
JapaneseAnkiTUI
Phone Apps (Vibecoded)
↗
A tiny Android journal for tracking mood, habits, and the correlations you only notice after a few weeks.