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Megha John Babu

Junior Full-Stack Software Engineer specializing in scalable backend systems

Nova Works CorporationCalifornia State University, San BernardinoSunnyvale, CA3 Years ExperienceJunior LevelWorks On-Site

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About

Built and shipped an AI-powered journaling app feature that analyzes user text for emotions in real time, owning everything from React/TypeScript UX (dynamic theming + Framer Motion) to a FastAPI backend integrating Hugging Face. Has hands-on production experience deploying Dockerized services on AWS (EC2/RDS/S3/CloudWatch) with GitHub Actions CI/CD, and resolved a real latency/scaling incident by converting blocking external API calls to async with retries/timeouts.

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Key Strengths

  • End-to-end feature ownership from UI/architecture through production deployment
  • AI/ML API integration (Hugging Face) with robust validation, error handling, and response normalization
  • Production backend design in FastAPI (versioned REST, JWT auth, structured service layers)
  • Polished React + TypeScript UX with strong attention to micro-interactions and typed API contracts
  • PostgreSQL schema design and iteration (refactoring for multi-analysis, constraints, indexing, pagination)
  • AWS production operations and CI/CD (Docker on EC2, RDS, CloudWatch, GitHub Actions)
  • Incident/scaling troubleshooting: reduced latency ~30–50% by moving blocking external calls to async with timeouts/retries
  • Shipped full-stack lead capture + account creation flow end-to-end in Next.js (App Router + TypeScript)
  • Clear separation of reads (Server Components) vs writes (Client -> Route Handler) for security and performance
  • Post-launch ownership: monitored API logs/DB performance, fixed edge cases (duplicates), improved validation/error handling and UX
  • Improved dashboard load time ~30% by reducing bundle size, memoizing expensive computations, and moving fetching to Server Components
  • Designed Postgres relational model with constraints/indexes; optimized queries with composite indexes validated via EXPLAIN ANALYZE
  • Built durable onboarding workflow with retries/idempotency using unique request IDs, DB constraints, and transactional writes
  • Production-quality defaults: strong typing, modular code, tests on critical paths, structured logging and performance monitoring

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Experience

Software Engineer InternNova Works Corporation · Jun 2025 – Sep 2025internship
Instructional Student AssistantCalifornia State University, San Bernardino · Sep 2023 – May 2025part-time
Software Engineer InternDevLabs Technologies · Apr 2022 – Sep 2022internship

Education

California State University, San Bernardinomaster, Computer Science (2025)
Cambridge Institute of Technologybachelor, Computer Science (2022)

Languages

English

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Megha John BabuJunior Full-Stack Software Engineer specializing in scalable backend systems