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Hari Kiran Reddy Rommala
Mid-Level Full-Stack Software Engineer specializing in cloud-native data platforms
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About
LLM/agentic systems practitioner who specializes in moving customer prototypes into production within microservices environments, emphasizing reliability, latency, security, and measurable success metrics. Experienced in real-time troubleshooting using logs/traces and in enabling adoption through hands-on developer workshops (including live coding in Java Spring Boot) and pre-sales POCs that address technical objections and integration risk.
Experience
Education
Key Strengths
- Takes LLM prototypes to production with reliability/scalability focus
- Defines success metrics and aligns stakeholders via regular check-ins and milestone reviews
- Real-time incident triage: separates model behavior vs system behavior using logs/traces
- Stabilizes production LLM agents with guardrails, caching, timeouts/retries, and fallback responses
- Root-cause remediation for latency and tool/API failures (retrieval tuning, query optimization, tool schema tightening)
- Developer enablement through hands-on demos/workshops and live coding in customer stack (Java Spring Boot, microservices)
- Effective pre-sales partnership: translates technical capabilities into business value and de-risks evaluations via tailored POCs
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