Panolof/Panolof
Config files for my GitHub profile.
AI Data Scientist at Sendient. Building AI safety infrastructure — evaluation pipelines, cross-model verification, and agentic safeguards.
Repositories
Panolof/rag-vector-search
Local-first RAG demo with Milvus Lite, deterministic embeddings, relevance gating, a Flask UI, and an optional OpenAI CLI adapter.
Panolof/inspect-ai-sycophancy-eval
Does a model keep the right answer when a user pushes back? A deterministic Inspect AI eval, with one dated two-model run.
Panolof/autoresearch-public
AI agents running research on single-GPU nanochat training automatically
Panolof/all-agentic-architectures
Implementation of 17+ agentic architectures designed for practical use across different stages of AI system development.
Panolof/claude-code-templates
CLI tool for configuring and monitoring Claude Code
Panolof/property-red
Panolof/claude-code-is-programmable
Scale your compute with Claude Code as a programmable agentic coding tool
Panolof/open_cross_layer_transcoder
GPT implementation on Anthropic's 2025 March 27 "Circuit Tracing: Revealing Computational Graphs in Language Models" paper 2025
Panolof/llm-utilities
Panolof/KFAC-Pytorch
Pytorch implementation of KFAC and E-KFAC (Natural Gradient).
Panolof/llm-reasoning-logic-puzzles
Official implementation of NeurIPS'24 paper "Causal Language Modeling Can Elicit Search and Reasoning Capabilities on Logic Puzzles"
Panolof/sparse_autoencoder
Sparse Autoencoder for Mechanistic Interpretability
Panolof/AI-Scientist
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑🔬
Panolof/ai-ethics-knowledge-extraction
Knowledge Graph Generation from Any Text
Panolof/llm-pipeline-fine-tuning-airflow
Automated ML pipeline for fine-tuning Transformer-based language models using Apache Airflow. Orchestrates data ingestion, preprocessing, training, evaluation, and deployment with Hugging Face Transformers. Demonstrates scalable workflow management, custom Airflow operators, and notifications for emotion detection in text data.
Panolof/coursera-natural-language-processing-specialization
Programming assignments from all courses in the Coursera Natural Language Processing Specialization offered by deeplearning.ai.
Panolof/ADAS
Automated Design of Agentic Systems
Panolof/website-document-extractor
This project is a base template for extracting hierarchical documentation from a website and saving it to a local folder as text files.
Panolof/beam-bigquery-etl-pipeline
Beam BigQuery ETL Pipeline with SCD Type 2 Support - A demonstration project showcasing Apache Beam and Google BigQuery integration with Slowly Changing Dimensions (SCD) Type 2 implementation.
Panolof/awesome-machine-learning-interpretability
A curated list of awesome responsible machine learning resources.