DOYLED-IT
— a personal site —
hi, i'm michael — i teach machines to read code, fight wildfires, and break translators. lead ai research engineer at the mitre corporation in san diego, working on nlp, llms, computer vision, and reinforcement learning. electrical engineering at the university of san diego ('18), with minors in math and physics.
papers
- arxiv '25 — can llms replace humans during code chunking?
- arxiv '25 — impact of comments on llm comprehension of legacy code
- arxiv '24 — leveraging llms for legacy code modernization
- naacl '24 — testing the effect of code documentation on llm code understanding
- neurips '23 — reinforcement learning for wildfire mitigation
- amta '22 — practical attacks on machine translation using paraphrase
- spie '21 — adversarial ml against uavs
open source
- janus-llm — llm-powered legacy code modernization
- simfire — wildfire simulator for rl research
- agent-view — terminal ui for ai coding agent sessions
- ghin — unofficial wrapper for the ghin handicap api
outside the terminal
- playing rec league baseball with the happy sox
- playing too much golf at balboa park
- listening to a lot of music and watching a lot of movies