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Maheswari Thokala
Mid-level Full-Stack Engineer specializing in cloud microservices and REST APIs
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Backend engineer building an AI-powered social media platform on AWS, with hands-on experience shipping LLM-backed application features and improving production performance under high traffic. Strong focus on reliability/observability (CloudWatch, structured logs, health checks) and database optimization (MongoDB explain/slow logs, indexing, caching, connection pooling).
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Key Strengths
- Debugged and reduced high-traffic API latency by fixing sequential DB calls, adding indexes, and addressing N+1 queries
- Designed and shipped AI content-generation feature end-to-end (backend API, LLM integration, prompt construction, response validation)
- Uses data-driven DB performance techniques (slow query logs, explain plans, query plan monitoring)
- Implements production reliability patterns: caching with TTLs, connection pooling, timeouts, retries, structured logging/monitoring
- Builds maintainable Python services with type safety and testing (Pydantic, mypy in CI, pytest with mocks)
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