Seungwoo (Simon) Kim

CS @ Stanford

Stanford, California, United States

About

Experience

  • Researcher at Stanford Artificial Intelligence Laboratory (SAIL)
    Sep 2023 - Present · 2 yrs 11 mos

    1. Developing models with complex visual structure and scene understanding (https://arxiv.org/abs/2503.19953) 2. Developed cybersecurity benchmark and end-to-end LLM agent for evaluation (https://bountybench.github.io/)

  • CS 198 Section Leader at Stanford University
    Jan 2023 - Present · 3 yrs 7 mos

    Leading weekly labs for Stanford’s introductory CS course (CS106A/B) in Python and C++. Responsibilities include leading weekly 50-minute classes and 2-hour office hour shifts.

  • Machine Learning Engineer Intern at Moloco
    Jun 2024 - Sep 2024 · 4 mos

    Implement and experiment with recent AI models, e.g. Mamba, to incorporate longer user event sequences.

  • Machine Learning Engineer Intern at Moloco
    Jun 2023 - Aug 2023 · 3 mos

    Reduced recommendation model serving-time latency by 30%. Performed ablation studies and error analysis to improve model performance on CTR/CVR predictions.

  • Software Engineer Intern at HAECHI LABS
    Apr 2022 - Aug 2022 · 5 mos

    Developed an interchain testing environment using Docker. Applied ACC model and wrote automated/parallel e2e and integration tests in Typescript. Shipped production-level code in Go / Typescript and performed analysis of IBC.