Help & Supportcareers@gravityer.com
Engineering Physics @ UBC | Software @ UBC Formula Electric | Prev Embedded Systems Intern @ Hypercharge
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
rust_gpu_life
January 7, 2026 – Present
A hardware-accelerated 16-million cell Conway's Game of Life simulation comparing WGPU Compute Shaders (SIMT) vs. CPU parallelism (MIMD).
View Projectfizz-detective-ocr-training
December 22, 2025 – December 22, 2025
fizz-detective-ocr-training — GitHub repository
View Projectfizz-detective-il-training
December 22, 2025 – December 23, 2025
fizz-detective-il-training — GitHub repository
View Projectfizz-detective-portfolio
December 22, 2025 – Present
Autonomous robot software stack (ROS/Gazebo) driven by End-to-End Imitation Learning (PilotNet). Features a hybrid FSM architecture, YOLOv5 perception, and custom OCR to navigate dynamic urban environments
View Projectnon-linear-state-estimator
December 6, 2025 – Present
High-fidelity discrete-time Extended Kalman Filter (EKF) for Li-Ion battery SOC estimation.
View ProjectGenQ-Hackathon-Series-2025
October 24, 2025 – Present
GenQ Hackathon Series 2025 - Quantum in Finance
View Projectautonomous-pet-rescue-robot
August 9, 2025 – Present
Fully autonomous pet-rescue robot with ESP-IDF/FreeRTOS, custom PCBs, FFT-based IR tracking, and YOLOv5 vision - competition finalist.
View ProjectCultural Fit Analysis
The candidate's projects show a strong inclination towards highly technical, research-oriented, and hardware-focused challenges. While there's a breadth of technical exploration, the direct alignment with a typical 'Data Scientist' role is limited. Many projects lean more towards embedded systems, robotics, and low-level optimization rather than traditional data science tasks like statistical modeling, large-scale data processing, or business intelligence. This suggests a potential mismatch with standard data science team structures, though the analytical and problem-solving skills are evident.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. The candidate's project descriptions indicate a strong drive for complex technical challenges and independent learning.