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Siddharth Nandakumar
Intern Full-Stack Software Engineer specializing in AI/ML and AWS cloud platforms
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About
Full-stack engineer who built an LLM-powered productivity web app (LifeOS) end-to-end with TypeScript/Next.js, Prisma, and Postgres, emphasizing fast iteration with stable API contracts and an isolated AI service boundary. Also built a security/compliance login-verification workflow at Medpace used within an internal admin portal for thousands of employees, and has AWS experience orchestrating batch GPU workloads with robust retry/idempotency patterns.
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Key Strengths
- End-to-end full-stack ownership (backend, DB, frontend, deployment)
- Rapid MVP-to-iteration approach with incremental feature delivery
- Pragmatic quality strategy (high rigor on parsing/persistence; faster UI iteration)
- Clean architecture decisions to reduce complexity (server-state, stable API contracts, shared types)
- Isolating AI/LLM logic behind a service boundary for maintainability and cost control
- Building internal tools adopted at scale (admin portal used by thousands globally)
- Cross-system data matching and edge-case handling (duplicates, late sign-ins, missing fields)
- Distributed/batch workload reliability patterns on AWS (throughput limits, safe retries, idempotent outputs)
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