Full-Stack Engineering: Deep experience building robust web applications across the full SDLC. Strong proficiency in C#/.NET and React/TypeScript (or comparable stacks), with modern frontend practices like state management and data-dense UIs
Database Architecture: Solid relational database expertise (SQL Server/PostgreSQL, ORMs, query optimization). Experience designing zero-downtime schema migrations, live data backfills, and batch/streaming data pipelines (ETL/ELT)
API Design & Integration: Proven ability to design, integrate, and document REST APIs. Experience connecting heterogeneous systems (third-party APIs, message queues, file drops) using resilient syncs, retries, and modern auth patterns (Azure AD, OAuth, OIDC)
Quality & Performance: Strong testing discipline (unit, integration, E2E via Jest, Playwright, xUnit). Experience profiling and optimizing performance-critical tooling under heavy data volumes (memory allocations, query plans, render budgets)
Cloud & DevOps: Hands-on experience with CI/CD pipelines, containerized deployments (Docker), and cloud platforms (Azure preferred). Comfort working in fast-paced Agile/Scrum environments
Applied AI & RAG Pipelines: Practical experience integrating LLMs into production applications, including prompt engineering, function/tool calling, vector search, chunking strategies, and retrieval-quality evaluation is preferred
Advanced Distributed Systems: Deep knowledge of event-driven architectures and asynchronous messaging (e.g., Kafka, RabbitMQ) for handling high-throughput data, IoT integrations, or complex state synchronization across distributed systems is preferred

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