Junwei Huang

CS @ CMU

Pittsburgh, Pennsylvania, United States

About

passionate about machine learning, software systems design, and solving puzzles.

Experience

  • Quantitative Researcher at Point72
    May 2025 - Aug 2025 · 4 mos

    ML alpha signal research for U.S. equities.

  • Carnegie Mellon University (Pittsburgh, Pennsylvania, United States)
    • Teaching Assistant
      Aug 2023 - May 2025 · 1 yr 10 mos

      TA for 36662 Statistical Machine Learning [Spring 2024, Spring 2025] TA for 21241 Matrices and Linear Transformation [Fall 2023]

    • CyLab - Research Assistant
      May 2023 - Sep 2023 · 5 mos

      Multimodal Adversarial Machine Learning

  • Undergraduate Researcher at Machine Learning Department at CMU
    May 2022 - May 2025 · 3 yrs 1 mo

    1. Test time scaling for VLMs. 2. Multimodal Agents. 3. Diffusion for combinatorial optimization. Model Distillation techniques. 4. Self Supervised Learning in Speech Recognition & Natural Language Processing. Domain Adaptation.

  • Intern at Stevens Capital Management LP
    May 2024 - Aug 2024 · 4 mos

    Systematic Equity Desk.