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Jayanth Amol Ergola
Mid-Level Software Engineer specializing in full-stack development and data engineering
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Backend engineer with production experience at KeyBank building high-volume Java/Spring Boot services on Azure with PostgreSQL/Oracle, including async job ingestion and tracking. Demonstrates strong reliability/performance debugging (HikariCP pool exhaustion, DB contention) and has shipped an LLM-powered data analysis/summarization feature with robust production guardrails (validation, shadow testing, deterministic fallbacks, audit logs).
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Key Strengths
- Debugging and resolving peak-load performance issues (DB contention, connection pool exhaustion) using metrics and SQL analysis
- Designing scalable backend APIs with async job processing and status tracking
- Strong database performance tuning (EXPLAIN ANALYZE, indexing, query rewrites, batching writes)
- End-to-end ownership of applied AI features (data prep, prompt design, API integration, error handling)
- Designing reliable multi-step workflows with resumability, retries/backoff, and clear escalation/stop conditions
- Building production guardrails for LLM features (validation, confidence thresholds, fallbacks, auditability)
- Production-quality engineering practices in Python (typing, testing strategy, observability, resilience patterns)
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