Junior Software Engineer specializing in LLM agents and FinTech platforms
Raleigh, NCSoftware Engineer1 years experienceJuniorFinancial ServicesFinTechArtificial Intelligence
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About
AI/LLM engineer with Fidelity Investments experience who built and shipped a production GraphRAG system that augmented prompts with codebase context, improving business analyst efficiency by 15% and saving ~$3.5M annually. Strong in AWS EKS/Kubernetes/Helm and enterprise IAM/OIDC patterns (including cross-account S3 access), with experience mentoring interns and collaborating with non-technical leaders to extend AI pipelines (e.g., adding SQL functionality during MVP).
Experience
Software EngineerFidelity Investments
Mobile SWE InternFidelity Investments
Full Stack SWE InternFidelity Investments
Education
University of Texas at Austinmaster, Artificial Intelligence (2027)
University of North Carolina at Chapel Hillbachelor, Computer Science (2024)
Key Strengths
Built and deployed GraphRAG system in production to augment LLM responses with codebase context
Delivered measurable business impact: +15% business analyst efficiency and ~$3.5M annual savings
Solved complex AWS/Kubernetes cross-account S3 access via OIDC-to-IAM role integration and Helm deployment
Effective cross-functional and cross-timezone collaboration (coordinated with India-based team)
Mentored 2 interns while maintaining delivery; took over and completed a blocked workstream under pressure
Structured approach to reliability: uses an LLM evaluator model to compare models and score outputs on quality metrics
Communicates technical concepts to non-technical stakeholders in simple terms; partnered with team leaders to add SQL functionality during MVP
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