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PE
Pruthvik Elemati
Mid-Level Software Engineer specializing in distributed systems and cloud-native backends
Dallas, USASoftware Engineer5 years experienceMid-LevelTelecommunicationsHealthcareEducation
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About
AI/LLM engineer with production experience at Charles Schwab building a RAG-based assistant to help 5,000+ reps answer complex financial policy questions. Implemented a multi-layer anti-hallucination approach (GNN-driven ontology/graph retrieval + citation-only answers) and compliance-focused guardrails (Azure AI Content Safety) in partnership with audit/compliance stakeholders.
Experience
Software EngineerT-Mobile
Software EngineerIndiana University
Software EngineerLTIMindtree
Software EngineerEdvenswa Tech
Machine Learning EngineerCharles Schwab
Machine Learning EngineerAtlantic Union Bank
Senior Software EngineerLTIMindtree
Machine Learning ResearcherIndiana University
Education
Purdue Universitymaster, Computer Science (2024)
Indian Institute of Information Technologybachelor, Computer Engineering (2021)
Key Strengths
- Built and deployed production RAG system for financial policy Q&A at Charles Schwab supporting 5,000+ representatives
- Reduced hallucinations via multi-layer retrieval (GNN-based ontology traversal) and strict citation-backed responses
- Implemented safety/compliance guardrails to prevent data leaks and unregulated financial advice using Azure AI Content Safety
- Designed measurable evaluation approach using LLM-based verification, question decomposition, and ablation studies
- Experience orchestrating ML/AI workflows with serverless (Azure Logic Apps) and container platforms (Docker, GKE)
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