Help & Supportcareers@gravityer.com
SWE @ Microsoft | CS & AI @ University of Waterloo | Prev @ Shopify, Super.com, Ford, nymble health
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Shopify
Frontend Developer
June 28, 2026 – Present
code-flow-visualizer
January 17, 2026 – Present
VS Code extension that uses tree-sitter to map function relationships across a codebase, with Gemini-powered Big O analysis and explanations.
View Projectportfolio-tracker
December 22, 2025 – Present
Full-stack portfolio tracker with Plaid integration, real-time market data, and ML-driven stock insights using scikit-learn and FinBERT.
View ProjectDiolex
July 18, 2025 – August 19, 2025
Voice-first AI interview simulator syncing voice, code edits, and agent feedback in real time over WebSockets. Built with React, FastAPI, and Gemini.
View ProjectCS246-Biquadris
November 25, 2024 – September 5, 2025
Two-player Tetris variant built in C++ for CS 246. It demonstrates OOP principles including inheritance, polymorphism, and the observer pattern.
View Projecttrashify
January 13, 2024 – January 15, 2024
Trashify allows users to take a photo of waste and uses TensorFlow-powered image recognition to identify the material - whether it's plastic, paper, or aluminum - and advises on the correct recycling bin.
View ProjectBird-Classifier-ML
December 31, 2023 – April 24, 2025
TensorFlow Keras CNN trained on bird species images and uses Conv2D layers and exports the trained model for mobile inference.
View ProjectRoboticArm
September 24, 2023 – September 5, 2024
Arduino robotic arm driven by MediaPipe hand tracking per-joint servo control over serial, with a landmark-based finger-counting algorithm.
View ProjectCultural Fit Analysis
The candidate's project portfolio shows a strong inclination towards personal, innovative projects, often involving cutting-edge technologies like AI/ML. This suggests a self-starter who is passionate about learning and applying new concepts. However, the lack of team-based or open-source contributions makes it difficult to assess collaboration and cultural alignment within a larger organizational context. The target role is 'Frontend Developer', and while many projects involve frontend components, the breadth of technologies (C++, Python, ML) suggests a broader interest beyond pure frontend, which could be a strength or a potential misalignment depending on the specific team's focus.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions indicate a proactive and innovative approach to problem-solving, but direct evidence of collaboration, communication, or stress handling is not available.