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KJ
Kanva Jaydeep Trivedi
Junior Full-Stack & LLM Engineer specializing in AI agents and cloud document intelligence
Scottsdale, AZSoftware Developer1 years experienceJuniorWeb DevelopmentArtificial IntelligenceMachine Learning
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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.
Experience
Software DeveloperPower Diagnostic Instrument Company
LLM Engineer (AI Agent Developer)Apex Cybernetics
Software Developer EngineerCrystal Impex Ltd.
Education
Arizona State Universitymaster, Computer Engineering (Computer Systems) (2025)
University of Mumbaibachelor, Electronics and Telecommunication (2023)
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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