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Greeshma Lakshmi Panchakarla
Mid-level Software Engineer specializing in Java microservices for FinTech
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Engineer working on high-throughput financial systems who uses AI pragmatically to accelerate development without sacrificing design ownership, correctness, or compliance. Particularly interesting for teams building regulated, real-time platforms: they have hands-on experience integrating fraud detection models into microservices, handling transaction ingestion, scoring, decisioning, and throughput-sensitive asynchronous workflows.
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Key Strengths
- Practical AI-assisted development with strong engineering oversight
- High-throughput financial systems experience
- Microservices-based fraud detection integration
- Controlled AI orchestration for reliability and compliance
- Debugging distributed systems and concurrency issues
- Designing traceable transaction-to-decision pipelines
- Strong understanding of real-time inference constraints
- Balances experimentation with enterprise validation requirements
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