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Floating Binary

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.