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Shejal Shankar

Junior Software Engineer specializing in full-stack systems and LLM automation

San Francisco, CASoftware Engineer2 years experienceJuniorInsuranceFinancial ServicesTechnology
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About

Full-stack engineer who shipped a production "Financial Insight" assistant dashboard in Next.js App Router/TypeScript, integrating a RAG pipeline (embeddings + ChromaDB + LLM) via route handlers and owning post-launch performance (latency, token cost, retrieval relevance). Also built/optimized Postgres-backed workflows for an outbound dialer and callback routing engine handling ~10,000 daily contacts, validating query performance with EXPLAIN (ANALYZE, BUFFERS).

Experience

Software EngineerAscend
Full Stack DeveloperGabriel AI
Software Development EngineerIBM
Software Development InternIBM
Teaching AssistantGeorge Washington University

Education

George Washington Universitymaster, Computer Science (2025)
BNM Institute of Technologybachelor, Information Science (2022)

Key Strengths

  • Shipped full-stack Next.js App Router feature end-to-end (assistant dashboard)
  • Designed server/client component split to minimize client bundle and protect credentials
  • Built and integrated RAG workflow (embeddings + ChromaDB + LLM) behind API route handlers
  • Post-launch ownership: monitored latency/token usage/retrieval relevance and added failure logging
  • Reduced token cost ~15% via prompt length optimization
  • Improved initial render performance by moving data fetching to server components and adding Suspense
  • Designed relational workflow model for high-volume outbound dialer/callback routing (~10k daily contacts)
  • Validated and optimized Postgres queries using EXPLAIN (ANALYZE, BUFFERS)

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Languages

English

Skills

ApexAsynchronous ProcessingAWSAWS EC2AWS DynamoDBAWS LambdaAWS RDSAWS S3AxiosBrowser AutomationChromaDBCI/CDCC++Cloud Computing