I’m Hongsup/홍섭 and I am an ML practitioner in Austin, TX. I currently work as a Principal ML Research Engineer at Arm, and volunteer as a co-chair of the SciPy conference Proceedings Committee. In the past, I volunteered at Texas Justice Initiative, a local criminal justice non-profit in Austin, and other organizations such as DataKind, NeurIPS, and SciPy as grant and paper reviewers. I run an in-person ML journal club in Austin, TX.
My background is computational neuroscience (PhD) and behavioral ecology (MSc). My general interests are ML Ops, AI ethics, responsible AI, and ML in hardware. Feel free to reach out to me on Linkedin and check out some of my work:
- IEEE System-on-Chip 2024 paper on learning-to-rank algorithm for bug discovery in hardware verification
- Scipy 2023 poster: Data-centric ML pipeline for data drift and data preprocessing
- IEEE System-on-Chip 2022 paper on data-centric ML in hardware engineering
- Police shooting analysis in Texas 2016-2019 report (2020, collaboration with Texas Justice Initiative)
- Scipy 2019 paper on ML Ops case study of building ML apps for hardware verification
- Medium post on simulationg relationship between talent, luck, and meritocracy
- PNAS paper on human visual short-term memory from my PhD thesis
