Victor Gusev
Portrait of Victor Gusev

Robotics Engineer

Victor Gusev

Autonomous systems that have to work outside the simulator.

B.S. Computer Science and Engineering, UCLA. Graduating June 2028 with a 3.64 GPA.

I'm a second-year at UCLA on a three-year track to a B.S. in Computer Science and Engineering. Last summer at Dimaag.ai I built a hybrid reinforcement-learning and classical local planner for autonomous vehicles, and took it off the simulator onto real hardware — sub-decimeter tracking above 10 mph, and 80% less mean error than the classical planner alone. Most of what I build outside work is instrumentation: things that measure something nobody had measured yet.

Selected work

All 9 projects

Most recent

Software Engineering Intern @ Dimaag.ai

2026-06 — 2026-09

  • Developed a hybrid reinforcement-learning and classical local planner for autonomous vehicle trajectory tracking on complex paths
  • Validated and deployed autonomous navigation policies on physical hardware, achieving reliable tracking at >10 mph with sub-decimeter trajectory accuracy
  • Implemented PPO algorithm training pipelines and 2D LiDAR sensor raycasting within NVIDIA Isaac Lab
  • Bridged the sim-to-real gap by validating policies across various simulators, implementing domain randomization to ensure seamless hardware deployment
  • Reduced mean tracking error by 80% over the classical planner

Previous experience

2021-08 — 2025-05

Robotics Programming Lead · FIRST Robotics

  • Led software development for a 40+ member FIRST Robotics team, building semi-autonomous competition robots
  • Implemented PID control systems, vision tracking (Limelight), and LiDAR-based localization
  • Engineered autonomous routines and vision pipelines that propelled the team to the FIRST World Championships, ranking in the top 5% of regional competitors

2021-08 — 2025-06

Head Coach · MathCounts

Head coach running weekly competitive math training for 15-25 students.

2022 — 2025

Lifeguard · Seasonal

Seasonal certified lifeguard — CPR, First Aid, lifesaving.

Hobbies and interests

Competitive paddling

Dragon Boat

  • Part of the Southbreeze dragon boat team, competing in the Club Crew World Championships.

Manufacturing

Fabrication and CAD

  • Designs parts for robotics projects in SolidWorks, printed FDM at the UCLA Makerspace.
  • Building a self-sourced Voron 3D printer from individually sourced parts.

Using science to create food

Baking

  • Taught myself various techniques in cooking, such as fermentation and tempering.
  • Built Proof, an application for tracking and iterating on recipe designs.