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Avinash Manchala
Mid-level Java Full-Stack Engineer specializing in microservices and FinTech
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About
Backend engineer focused on Java/Spring Boot microservices, workforce scheduling APIs, and event-driven systems. He uses AI tools pragmatically—roughly 25-30% assistance for scaffolding and optimization—while keeping architecture, debugging, testing, and final decisions under tight manual control. Strong on reliability and observability, with hands-on experience in Kafka-based workflows, distributed tracing, and evaluating agent frameworks like LangChain against production needs.
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Key Strengths
- Backend API development for workforce scheduling platforms
- Practical AI-assisted development with strong human review discipline
- Edge-case debugging in pagination and filtering logic
- Microservices architecture across Spring Boot services and shared contracts
- Event-driven systems using Kafka
- Reliability engineering with retries, DLQs, and idempotency
- Observability with Prometheus, Grafana, and OpenTelemetry
- Verification-focused code review for AI-generated code
- Architectural judgment in choosing simpler orchestration over heavy frameworks
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