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Rakshak Shah
Intern Software Engineer specializing in cloud, AI, and systems programming
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About
AWS intern who significantly evolved a Drift Audit Service backend (Control Tower/EventBridge context) to make drift findings more explainable and reduce false positives by adding a verification step in Lambda before event ingestion. Demonstrates strong API design fundamentals in Python/FastAPI (contracts, idempotency, security controls) and careful rollout practices (feature flags, canaries, phased deployments).
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Key Strengths
- Evolved AWS drift audit backend to reduce false positives via pre-ingestion verification in Lambda
- Designs APIs with strong contracts (Pydantic schemas, versioned endpoints) for frontend enablement
- Deep practical understanding of idempotency (idempotency keys, atomic ownership, replaying stored responses, rejecting mismatched retries)
- Risk-managed refactors using feature flags and phased environment rollouts (gamma → pre-prod → prod)
- Identifies subtle edge cases through careful JSON analysis and thorough testing/canary validation
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