Arya Manjaramkar
software engineering at mcmaster university. currently at e3 doing research on llm harnesses and building agentic solutions for freight.
experience
projects and research
dflash-mlx
exact speculative decoding on apple silicon with mlx
particleml
interactive paper for automl 2025 non-archival track
blockdl
visual nn builder endorsed by françois chollet
stocksent
financial news sentiment analysis with 34k+ downloads
music
writing
at the horizon: diffusionblocks makes training custom models 4x cheaper
how modular training could make custom models cheaper
speculative decoding: the art of being good enough
how draft models make generation fast without being trusted
sota: when good enough isn't good enough
why small logit differences can become large quality gaps