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Manvi Rankawat
Mid-Level Full-Stack Software Engineer specializing in cloud services and real-time systems
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Backend engineer who built and evolved a gun-parts price tracking platform focused on accurate historical pricing and fast graph-ready APIs. Experienced migrating an Express backend to NestJS incrementally with parallel routing, feature flags, and careful data integrity controls, and has a security-focused approach to API design (JWT/OAuth, RBAC, row-level access via scoped queries).
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Key Strengths
- Designed backend price-history system using timestamp snapshots for accurate trend analysis
- Scaled read performance via aggregated APIs (day/week grouping) to reduce heavy long-range queries
- Built data normalization layer to handle inconsistent vendor formats and update timing
- Led incremental Express-to-NestJS refactor with parallel routes, rollback path, and backward compatibility
- Used feature flags and gradual traffic shifting for low-risk production rollout
- Proactively identified missing/delayed vendor update edge cases; added gap handling plus logging/alerts to prevent misleading analytics
- Security-first API approach: JWT/OAuth, RBAC, strong validation, and enforcing access controls at the data/query layer
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