Dev PARIKH

About

Full-stack/product-minded engineer with strong React/TypeScript depth who has owned systems end-to-end, from UI architecture to backend services and data design. At Qualcomm, they built both a telemetry dashboard and an ML model drift monitoring platform for 20+ edge models, including post-launch tuning that cut false positives by 60%. They also demonstrate 0→1 startup execution by solo-building a production RAG document Q&A platform with JWT auth, Stripe gating, and sub-300ms retrieval.

Key Strengths

• Built production React/TypeScript telemetry dashboard for 15+ services
• Strong frontend architecture with feature-based component organization
• Sophisticated client/server state separation using Redux Toolkit and React Query
• Performance optimization for high-frequency dashboards using memoization and virtualization
• Type-safe API modeling and refactor-safe TypeScript patterns
• End-to-end ownership across frontend, backend, and data layer
• Designed decoupled ML monitoring system for 20+ edge-deployed models
• Scalable backend architecture using SQS, FastAPI, PostgreSQL, and S3
• Production deployment automation with GitHub Actions, Docker, ECR, and ECS
• Improved alert quality by reducing false positives 60%
• 0-to-1 product execution as a solo builder
• Shipped RAG-based document Q&A platform with sub-300ms retrieval
• Delivered production-ready system supporting up to 100 concurrent users

Experience

Education

Skills

Languages

Publications

1 publication

Memberships

• IEEE