Led a small team of interns in collaboration with the Research and Technical Writing departments to develop utilities LLMs for CTF Write-ups generation.

Designed and implemented data cleaning pipelines and developed workflows for generating synthetic datasets.

Conducted instruction fine-tuning of LLMs using LitGPT, optimizing models for domain-specific tasks.

Worked on system integration and internal service automation to improve team workflows and productivity.