RoleWin Engineering & Guides

Engineering Blog & ATS Insights

Deep-dives into ATS parsing mechanics, automated resume engineering, and high-conversion recruiter outreach tactics.

Sep 1, 2026•7 min read•

Engineering, Career Tech

How I Built RoleWin: From 200+ ATS Rejections to Automated Interview Pipelines

The architectural journey of building an automated career engine using Next.js 14, Supabase RLS, and Google Gemini 2.5 Flash without hallucinating candidate credentials.

Nirmallya Koner • Creator & Lead Architect, RoleWin AI

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Sep 4, 2026•5 min read•

ATS Tips, Resume Optimization

5 ATS Resume Optimization Techniques That Actually Beat Modern AI Filters in 2026

Learn how modern enterprise ATS parsers score resumes, why complex Canva templates get discarded, and how to structure bullet points for maximum keyword density.

Antigravity Engineering • ATS Research & Systems Team

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