
Floating Binary
Waterloo, CanadaFebruary 2024 – September 2025
Summary
At Floating Binary, I worked on FlashApply, an AI-powered resume tailoring platform. I built the resume tailoring workflow that helped users align their resumes with job descriptions and improved recruiter efficiency with features like multi-format parsing, data redaction, and candidate dashboards. I also focused on stability and scalability, refining front-end architecture for a smoother user experience across the product.
Highlights
- Designed and implemented the resume-tailoring workflow for FlashApply, allowing candidates to align resumes with job descriptions using keyword scoring and smart content suggestions.
- Built recruiter dashboards and candidate pipelines, improving visibility and reducing manual review time across the hiring process.
- Integrated multi-format resume parsing (PDF, Word, DOCX) and personal-data redaction to ensure compliance and efficiency.
- Re-architected and migrated the FlashApply desktop application to a web-based Next.js platform, restructuring state logic with Zustand for greater stability, maintainability, and performance.
