
Software Engineer
Floating Binary
Waterloo, CanadaFebruary 2024 – September 2025
Summary
At Floating Binary, I engineered an AI-powered resume tailoring engine for FlashApply that utilizes keyword scoring and smart content suggestions to automate candidate alignment with job descriptions. I streamlined the recruitment lifecycle by building automated recruiter dashboards and pipelines, while integrating a secure data processing layer for multi-format resume parsing and PII redaction. Additionally, I led the architectural migration of the product from a desktop suite to a web-based Next.js platform, re-implementing global state management to optimize stability and performance.
Highlights
- Engineered an AI-powered resume tailoring application that leverages keyword scoring and intelligent content suggestions to dynamically optimize candidate profiles for specific job descriptions.
- Built recruiter dashboards and automated candidate pipelines, enabling real-time status tracking and bulk applicant processing to accelerate high-volume hiring cycles.
- Integrated a robust processing layer for multi-format resume parsing (PDF, DOCX) and automated PII redaction, ensuring high data accuracy and strict compliance with privacy standards.
- Migrated the FlashApply desktop application to a web-based platform, restructuring state logic with Zustand for greater stability, maintainability, and performance.
