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I am Thanmai Chowdary Ghanta, a Senior Data Scientist with 10+ years of experience specializing in AI/ML and Generative AI. I design scalable ML architectures and production-grade models across healthcare, banking, insurance, and e-commerce, turning data into actionable insights. I enjoy building LLM-powered applications, RAG pipelines, and MLOps frameworks that are secure, compliant, and impactful. I collaborate with clinical and engineering teams to operationalize AI within regulated environments.…I am Thanmai Chowdary Ghanta, a Senior Data Scientist with 10+ years of experience specializing in AI/ML and Generative AI. I design scalable ML architectures and production-grade models across healthcare, banking, insurance, and e-commerce, turning data into actionable insights. I enjoy building LLM-powered applications, RAG pipelines, and MLOps frameworks that are secure, compliant, and impactful. I collaborate with clinical and engineering teams to operationalize AI within regulated environments.

Thanmai Chowdary Ghanta

Data Scientist, AI Engineer, AI Developer, +2

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I am Thanmai Chowdary Ghanta, a Senior Data Scientist with 10+ years of experience specializing in AI/ML and Generative AI. I design scalable ML architectures and production-grade models across healthcare, banking, insurance, and e-commerce, turning data into actionable insights. I enjoy building LLM-powered applications, RAG pipelines, and MLOps frameworks that are secure, compliant, and impactful. I collaborate with clinical and engineering teams to operationalize AI within regulated environments.…I am Thanmai Chowdary Ghanta, a Senior Data Scientist with 10+ years of experience specializing in AI/ML and Generative AI. I design scalable ML architectures and production-grade models across healthcare, banking, insurance, and e-commerce, turning data into actionable insights. I enjoy building LLM-powered applications, RAG pipelines, and MLOps frameworks that are secure, compliant, and impactful. I collaborate with clinical and engineering teams to operationalize AI within regulated environments.

Available to hire

I am Thanmai Chowdary Ghanta, a Senior Data Scientist with 10+ years of experience specializing in AI/ML and Generative AI. I design scalable ML architectures and production-grade models across healthcare, banking, insurance, and e-commerce, turning data into actionable insights.

I enjoy building LLM-powered applications, RAG pipelines, and MLOps frameworks that are secure, compliant, and impactful. I collaborate with clinical and engineering teams to operationalize AI within regulated environments.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Language

English

Fluent

Work Experience

Senior Data Scientist – AI/ML & Generative AI at HCA Healthcare

September 1, 2024 - Present

Designed and deployed AI/ML and Generative AI solutions to support clinical decision workflows, operational analytics, and patient engagement. Built LLM-based clinical summarization, Retrieval-Augmented Generation pipelines with FAISS, and predictive models for readmission risk, sepsis detection, and deterioration. Engineered distributed data pipelines with Apache Spark and Delta Lake; implemented ML lifecycle management with MLflow; containerized services with Docker; integrated with EHR systems via FHIR/HL7.

Senior Data Scientist – AI/ML at TD Bank

May 1, 2022 - August 1, 2024

Designed and deployed AI/ML solutions for fraud detection, credit risk modeling, customer churn, and personalization. Built real-time fraud detection using Apache Kafka and Spark Structured Streaming; developed Basel-aligned PD/LGD/EAD risk models; built scalable feature pipelines; crafted NLP for sentiment analysis on customer feedback; established ML lifecycle with MLflow, Azure ML, Docker, Kubernetes; delivered production APIs with FastAPI; implemented model monitoring and drift detection.

Data Scientist – Machine Learning at Liberty Mutual Insurance

October 1, 2020 - April 1, 2022

Developed and deployed ML models to underwriting risk, claims severity forecasting, and fraud detection; implemented GLMs and ensemble methods; feature engineering on policyholder demographics, telematics, and claims history; robust evaluation and SHAP explainability; ETL pipelines; dashboards in Tableau/Power BI; batch inference on AWS.

Data Scientist – Machine Learning at Wayfair

March 1, 2018 - September 1, 2020

Built scalable ML solutions for product recommendations, demand forecasting, and customer segmentation; developed end-to-end ETL pipelines with PySpark/Spark SQL; implemented Learning-to-Rank models; performed A/B testing; deployed via Docker and REST APIs; leveraged AWS for training and data warehousing.

Data Analyst – Healthcare Analytics at Attune Technologies

July 1, 2013 - December 1, 2016

Performed ETL from MySQL and SQL Server, wrote complex SQL queries, built interactive dashboards, conducted descriptive analytics on admissions, lab results, and billing data; ensured HIPAA compliance and data quality; assisted in early predictive analytics for hospital operations.