Projects - Ashioya Jotham Victor

Available on PyPI

Bible

Python NLP CLI PyPI

Scripture agentic application for Bible study and research.

pip install biblia

Updated: 2025 v0.6.0

View Code PyPI

Active

FinGPT Trader

Python LLM Finance ML

An algorithmic trading system based on FinGPT, demonstrating new applications of large pre-trained Language Models in quantitative finance.

Updated: 2025

Live Demo View Code

Research

Exploring SAEs

Python PyTorch ML Interpretability

Implementation and analysis of Sparse Autoencoders for neural network interpretability research. Features interactive visualization dashboard and W&B integration.

Updated: 2025

W&B Dashboard View Code

Active

LM Fine-tuning Framework

Python PyTorch LM HuggingFace

A robust framework for fine-tuning and evaluating language models with integrated visualization tools.

Updated: 2025

Demo View Code

Available on PyPI

Web Research Agent

Python LM Gemini API Agents PyPI

An autonomous research agent that performs web research, code analysis, and task automation using Gemini for reasoning and various APIs for interactions.

pip install web-research-agent

Updated: 2025 v1.1.6

View Code PyPI

Research

CoT Faithfulness Analysis

Python PyTorch TransformerLens Interpretability MATS

Comprehensive mechanistic analysis of chain-of-thought faithfulness in GPT-2. Implements attribution graphs, faithfulness detection, and targeted interventions for understanding reasoning circuits in language models.

Updated: 2025 MATS Program

View Code Results

Research

Value-Aligned Confabulation (VAC)

Python AI Safety LLM Evaluation Value Alignment Research

Research framework for evaluating value-aligned confabulation in LLMs - distinguishing beneficial speculation from harmful hallucination. Implements novel metrics for the truthfulness-utility trade-off.

Updated: 2025 AI Safety Research

View Code Research Article