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Bhavana G

Mid-level GenAI Engineer specializing in AI agents and RAG systems

Capital OneSouthern Arkansas UniversityMckinney, Texas4 Years ExperienceMid LevelWorks On-Site

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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.

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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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Experience

Gen AI EngineerCapital One · Mar 2025 – Present
Gen AI EngineerAmicus · Aug 2019 – Dec 2022

Education

Southern Arkansas Universitymaster, Computer and Information Science (2024)
Jawaharlal Nehru Technological University, Hyderabadbachelor, Information Technology

Skills

PythonTypeScriptJavaScriptSQLOpenAI APILangChainLangGraphLlamaIndexAI agentsMulti-agent systemsWorkflow orchestrationPrompt engineeringLarge language models (LLMs)Retrieval-augmented generation (RAG)Embeddings

Languages

English

Certifications

Data analysis with Python (IBM) (2024)Wireless & Mobile Security (2024)Information & Network Security (2023)

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Connect with Bhavana

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Typically responds within 24 hours

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$250one-time kickoff
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Bhavana GMid-level GenAI Engineer specializing in AI agents and RAG systems