MUYANG GUO / INDEX

Muyang Guo

LinkedIn · GitHub

Education

  • M.S. Computational Science & Engineering, Georgia Institute of Technology — 2018–2020
  • M.S. Mechanical Engineering, Georgia Institute of Technology — 2016–2018
  • B.S. Mechanical Engineering, minor in Japanese, Georgia Institute of Technology — 2012–2015

Industry

Uber ATG — Autonomous Driving

  • Software Simulation Intern(May–Aug 2019, SF Bay Area) — built an in-house next-gen lidar simulation package for ray-casting based design changes & spec tuning. Sim-Realism team.
  • Hardware Simulation Intern(Jan–May 2019, SF Bay Area) — physics-based radar modeling and a reduced-order radar simulation using ANSYS HFSS SBR+ & MATLAB. CAE team.

Siemens Healthineers

  • Mechanical Engineering Intern, R&D ITT Lab (May–Aug 2016, Shanghai) — CT factory RFID, C-arm collision avoidance prototype, patient-table safety design.

Graduate research

  • DMDII — reconfigurable retrofit sensor packages for legacy CNC/lathe/mill machines (IIoT, edge compute, MQTT). Sponsors: Caterpillar, Mazak, Cisco.
  • Delta— aircraft CFRP composite joining & repair: lab fab, FEA tensile/bending/peeling, defect modeling.
  • Standing Breast CT — innovative medical device design research.

Teaching

  • Head TA, ME 2110 — led the TA team for course design, teaching, and competition hosting across four semesters.

Awards

  • 1st place, 2020 ASME Hackathon ($2,000) — data-driven surrogate model for machine damage accumulation; highest R² (0.92) and highest innovation score for a hybrid LSTM + KNN + XGBoost stacker. Featured in the GT Daily Digest.
  • Honorable mention, 2021 EGHI’s Global Health Hackathon ($1,500) — WHYbrary, an automated knowledge-extraction platform for organizational comms.

Projects

Browse the projects archive. More experimental WebGL / 3D things live under the gamer-ai GitHub org.