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Sanskruti Raut
Mid-level AI/ML & Full-Stack Engineer specializing in LLM agents and medical RAG systems
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Full-stack engineer at an early-stage startup building an agentic AI application for enterprise systems, combining customer-facing Next.js/React UI work (30% faster load times) with backend/workflow orchestration using FastAPI + n8n, Redis, and RabbitMQ. Previously at Deloitte USI, built BDD Selenium/Java automation and managed 200+ defects end-to-end using JIRA/JAMA to support on-time production releases.
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Key Strengths
- Built and maintained BDD automation test suites (Selenium + Java) for large-scale web app
- Defect triage and lifecycle management at scale (200+ defects) with clear prioritization and environment-specific reporting
- Cross-functional collaboration with dev/devops/BA/PM to ship releases without delays
- Full-stack delivery at early-stage startup: improved UI load speed by 30% (Next.js/React/Tailwind/shadcn)
- Designed and implemented AI automation/orchestration workflows in n8n integrated with FastAPI endpoints
- Scalability patterns: Redis caching + RabbitMQ queues; workflow tagging for fast retrieval
- Designed production FastAPI backend with JWT + RBAC, versioned APIs, layered exceptions, and pytest coverage
- Designed multi-tenant PostgreSQL schema with normalized collaboration entities, async job/run tracking, and JSONB metadata
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