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Yusmitha Lekha Prathi

@yusmithalekhaprathi

AI/ML engineer delivering LLM-driven healthcare and finance solutions that improve operational outcomes.

United States
Message

What I'm looking for

I seek roles applying LLM and ML expertise to build secure, compliant, production-grade AI systems with measurable operational impact and collaborative, data-driven teams.

I am an AI and ML engineer with four years of experience building production ML systems for healthcare and finance. I design and deploy LLM-powered workflows and scalable ETL pipelines to deliver measurable operational improvements.

At Capital RX I built an LLM multi-agent workflow for prior-authorization and claims analysis, deployed on Kubernetes, improving processing efficiency and reducing manual interventions. I implemented RAG pipelines, vision-language extraction on Vertex AI, and observability with LangSmith to ensure traceable, safe model behavior.

Previously I developed batch ETL and SQL transformation pipelines for banking data at NatWest via HCL, and created interactive Power BI and Tableau dashboards at AGS Health that reduced turnaround times and improved claim accuracy. I focus on actionable KPI insights, data quality, and HIPAA-compliant analytics.

I aim to leverage LLMs, ML engineering, and cloud-native deployments to create secure, compliant AI systems that produce measurable business value for clinicians and financial stakeholders.

Experience

Work history, roles, and key accomplishments

CR
Current

AI Engineer & ML Engineer

Capital RX

Mar 2024 - Present (2 years)

Developed an AI-driven healthcare platform and LLM-powered multi-agent workflow that automated prior-authorization and claims analysis, improving clinician processing efficiency and reducing manual interventions.

NT

Software Engineer

NatWest | HCL Technologies

Sep 2022 - Aug 2023 (11 months)

Designed and maintained batch ETL pipelines and SQL transformations in Docker, Snowflake, and Azure Synapse to ingest banking transaction data, improving data availability and reducing reporting timelines for operations and compliance.

Education

Degrees, certifications, and relevant coursework

University of North Texas logoUT

University of North Texas

Master of Science, Data Science

2023 - 2025

Grade: 3.9

Master's in Data Science with a 3.9 GPA, focusing on advanced analytics, machine learning, and data engineering; program attended from August 2023 to May 2025.

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