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Bhavana G
Mid-level GenAI Engineer specializing in AI agents and RAG systems
Mckinney, TexasGen AI Engineer4 years experienceMid-LevelArtificial IntelligenceFinancial ServicesTechnology
ScreenedIdentity Verified
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About
Built and deployed a production LLM-based RAG agent platform adopted by multiple business teams (Marketing, GTM, Recruiting, Customer Support) to automate knowledge search, Q&A, and content generation. Emphasizes production-grade reliability (grounding/validation/guardrails), rigorous evaluation/monitoring, and cost-aware scaling via model tiering, prompt/retrieval optimization, and caching using LangChain/LangGraph orchestration.
Experience
Gen AI EngineerCapital One
Gen AI EngineerAmicus
Education
Southern Arkansas Universitymaster, Computer and Information Science (2024)
JNTUHbachelor, Information Technology
Key Strengths
- Built and deployed production LLM/RAG agent system used across Marketing, GTM, Recruiting, and Customer Support
- Reliability-focused agent design: grounding, structured prompts, validation, guardrails, fallback paths
- Strong evaluation/monitoring discipline: automated quality/latency/cost tracking and regression detection
- Cost/performance optimization via model tiering, prompt/context reduction, retrieval-depth tuning, caching, and token controls
- Production orchestration expertise with LangChain (end-to-end workflows) and LangGraph (stateful multi-step/multi-agent flows with HITL checkpoints)
- Effective collaboration with non-technical stakeholders using workflow mapping, demos, and business metrics (time saved, accuracy)
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