Yusmitha Lekha Prathi
@yusmithalekhaprathi
AI/ML engineer delivering LLM-driven healthcare and finance solutions that improve operational outcomes.
What I'm looking for
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
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.
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.
Data Analyst
AGS Health
Aug 2020 - Aug 2022 (2 years)
Built Power BI and Tableau dashboards and executed Snowflake SQL to track healthcare KPIs, reducing onboarding turnaround by 20% and improving claim accuracy by 12% through denial analysis and process optimization.
Education
Degrees, certifications, and relevant coursework
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.
Tech stack
Software and tools used professionally
GitHub
GitLab
Kubernetes
Jenkins
GitLab CI
Salesforce
Jupyter
NumPy
Pandas
MySQL
PostgreSQL
MongoDB
Gmail
Django
Databricks
OpenCV
Redis
Terraform
PyCharm
Jira
Java
TensorFlow
PyTorch
MLflow
scikit-learn
Keras
FastAPI
Linux
macOS
Windows
Elasticsearch
SQL
Hugging Face
LangChain
Pinecone
Delta Lake
Evidence
Transform
Faiss
LangGraph
LangSmith
Make
Task
Factory
Remote
Safe
Availability
Location
Authorized to work in
Job categories
Skills
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