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Shiva Raghav Rajasekar
Junior Full-Stack Software Engineer specializing in SaaS, distributed systems, and LLM apps
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About
Product-focused full-stack engineer who built and shipped an LLM-powered document-to-flashcard conversion pipeline end-to-end (backend + React/TypeScript UI) in ~10 days. Experienced with event-driven queue/worker systems (Redis/BullMQ), PostgreSQL performance tuning, and AWS production operations, including resolving real scaling incidents and driving reliability from ~70% to nearly 100%.
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Key Strengths
- Shipped an end-to-end document-to-flashcard pipeline (system design, backend, frontend) in ~10 days
- Designed scalable queue/worker architecture (migrated from DB queue to Redis/BullMQ) with idempotency, retries, and exponential backoff
- Improved pipeline reliability from ~70% to nearly 100%
- Built UX improvements (loading states, live preview, cancel/restart, depth toggle) that increased retention and usage
- Strong PostgreSQL performance tuning for read/write-heavy workloads (indexes, access patterns, partitioning, workload-driven iteration)
- Handled AWS production scaling incident end-to-end (CloudWatch diagnosis, fixed N+1 queries, added composite index, introduced connection pooling) to stabilize p95 latency
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