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Kanva Jaydeep Trivedi
Junior Full-Stack & LLM Engineer specializing in AI agents and cloud document intelligence
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About
Backend engineer specializing in event-driven/serverless systems and Python/FastAPI APIs. Built a scalable PDF-to-structured-data pipeline on AWS (S3, Lambda, Step Functions, Textract, DynamoDB, SNS) with strong observability (p50/p90/p99) and reliability patterns (idempotency, retries/DLQs), and has led zero-downtime migrations using feature flags, dual writes, and incremental rollouts.
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Key Strengths
- Designed and scaled an event-driven serverless document-processing pipeline (S3/Lambda/Step Functions/Textract) from dozens to thousands of documents without redesign
- Strong observability and performance measurement discipline (p50/p90/p99, per-step timing metrics, bottleneck isolation)
- Reliability engineering with idempotency, retries, DLQs, and duplicate-processing prevention
- API architecture focused on frontend enablement (predictable contracts, explicit errors, Pydantic models as source of truth)
- Security-by-design with layered controls (JWT at boundary, route-level RBAC/scope checks, database row-level security)
- Low-risk migrations/refactors using feature flags, parallel runs, dual writes, continuous production validation, and incremental traffic rollout
- Improved API performance by decoupling synchronous work into enqueue + background processing (p95 reduced to sub-200ms)
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