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Fnu Muskaan
Junior Software/Data Engineer specializing in data pipelines, dashboards, and full-stack web apps
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About
Backend engineer with research and industry experience building data-intensive systems for healthcare and IoT. Built Python/Flask/FastAPI services with real-time ingestion and ETL into relational databases, emphasizing data quality, performance tuning, and secure access controls (JWT, RBAC, row-level filtering). Notably caught hardware-driven sensor anomalies others missed and implemented quarantine/alerting to prevent bad data from corrupting analytics.
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Key Strengths
- Designed and evolved data-intensive backend systems with real-time ingestion and ETL
- Integrating multiple distributed data sources into optimized relational databases
- Improved data quality via early schema standardization and validation checks
- Scaled performance through indexing, reduced redundant pulls, and batching ingestion
- Secure API design with strict request/response validation (Pydantic) and stateless endpoints
- Implemented JWT auth with FastAPI dependency injection and RBAC/least-privilege controls
- Managed low-risk refactors using stable APIs, feature flags, backups, and parallel pipeline testing
- Identified IoT edge cases (physically impossible sensor values) and added anomaly handling/alerting with data quarantine
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