WikiGen — Autonomous, Bias-Aware Knowledge Synthesis

Generated knowledge bases hallucinate. Building an article-generation system that could be trusted meant solving source verification, bias detection, and provenance tracking at once.

• LangGraph orchestration coordinating research, drafting, and fact-check agents
• Fact verification against Wikidata and ArXiv APIs for every asserted claim
• GraphRAG with Neo4j storing entity relationships for context-aware synthesis
• Provenance tracking so every sentence links back to its source

More Work

Batch Disclosure — Price-Moving Catalyst Detection

An AI-powered system that scans ASX and SEC filings for forward-looking disclosures — contracts, M&A, guidance — that move micro-cap prices before the market catches on.

Llama2 QLoRA Healthcare — Medical LLM on One GPU

A fine-tuned LLaMA-2-7B medical assistant trained with QLoRA on a single GPU — production-quality LLM fine-tuning without an expensive compute cluster.