项目

LLM red-team & jailbreak evaluation harness

Automated adversarial testing for LLMs — prompt injection, multi-turn jailbreaks, and data-exfiltration — scored with an LLM judge and run as a reproducible benchmark on inspect-ai.

• Python
• inspect-ai
• LLM security
• evals

Trust & Safety for a location-social product

A threat model, a calibrated “creepy-vs-safe” classifier, and an LLM red-team for prompt-injection-driven location leakage — security applied to a privacy-sensitive setting.

• Python
• Trust & Safety
• classifiers
• threat modeling

Transformer from scratch + paper reproductions

A GPT-style transformer built and trained from scratch, plus notes and reproductions of key LLM safety and evaluation papers. Learning in public.

• PyTorch
• transformers
• fundamentals