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Fatema Tuzzohra
Senior Full-Stack Java Developer specializing in banking and healthcare platforms
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Enterprise-focused full-stack/backend engineer with hands-on experience shipping a production LLM-powered document analysis platform for internal operations teams. They combine cloud-native microservices expertise across AWS/Azure with practical agent-system design, including async orchestration, model routing, observability, and safeguards for hallucinations, failures, and human-review fallbacks.
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Key Strengths
- Shipped production LLM-powered document analysis workflows end-to-end
- Strong backend orchestration for agent systems with async jobs and persisted state
- Designs reliable agent loops with validation, retries, guardrails, and loop prevention
- Balances latency and cost through tiered model-routing strategies
- Builds secure enterprise systems with RBAC, audit logging, and input validation
- Establishes observability with structured logging, tracing, dashboards, and regression suites
- Experienced in cloud-native microservices across AWS and Azure
- Grounds LLM outputs with source validation and confidence-based fallback to manual review
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