
Dushyanth Narravula
@dushyanthnarravula
I build enterprise data pipelines, predictive models, and grounded AI assistants.
What I'm looking for
I'm building an AI assistant platform for insurance agents at AmeriLife, combining RAG knowledge bases, LangChain, LangGraph, vector search, and tool calling to deliver grounded, source-backed answers from CRM and policy data.
I develop intent classification, lead propensity, and conversion models using Hugging Face Transformers, XGBoost, and LightGBM, while supporting MLOps and LLMOps through MLflow, evaluation frameworks, guardrails, and production monitoring.
At United Healthcare, I built explainable healthcare risk models from claims and clinical data, using Logistic Regression, Random Forest, XGBoost, SHAP, and SageMaker to help care teams prioritize earlier intervention.
Earlier at Capital One, I built Azure data lake pipelines for banking analytics with Azure Data Factory, Databricks, PySpark, Kafka, and data quality controls. I bring hands-on ownership from data infrastructure through model deployment and responsible AI operations.
Experience
Work history, roles, and key accomplishments
Senior AI/ML Engineer
AmeriLife
Nov 2024 - Present (1 year 10 months)
Built an AI assistant platform for insurance agents using RAG and machine learning models. Developed RAG ingestion pipelines, intent classification models, and lead propensity models, and contributed to MLOps and LLMOps processes.
Education
Degrees, certifications, and relevant coursework
University at Buffalo, The State University of New York
Master of Science, Data Science
Grade: 3.93/4.0
Master of Science in Engineering Science with a concentration in Data Science, achieving a GPA of 3.93/4.0.
Tech stack
Software and tools used professionally
Amazon Redshift
Azure Synapse
Apache Spark
AWS Glue
Microsoft Azure
Amazon S3
GitHub
Kubernetes
Jenkins
NumPy
Pandas
PySpark
MySQL
PostgreSQL
MongoDB
Hadoop
Databricks
Azure DevOps
Jira
Java
Azure Machine Learning
TensorFlow
PyTorch
MLflow
scikit-learn
Kafka
FastAPI
Azure Monitor
Windows
Azure Active Directory
OpenSearch
Serverless
Microsoft Excel
Airflow
GuardRails
Amazon Athena
SQL
Amazon SageMaker
XGBoost
Hugging Face
LightGBM
LangChain
ChromaDB
AutoGen
CrewAI
Great Expectations
Black
Bash
Agentic
LangGraph
Factory
Microsoft Purview
Availability
Location
Authorized to work in
Salary expectations
Job categories
Skills
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