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Ranadheer Thatishetti

@ranadheerthatishetti

Data Science Engineer at Brunswick Corporation building supply chain forecasting models and GenAI retrieval solutions.

At Brunswick Corporation, I build data pipelines and forecasting models that support supply chain and inventory planning. I also develop and test GenAI and RAG-based solutions that connect internal business data to retrieval workflows.

Previously, I developed predictive analytics for financial forecasting and collections at Karus, and performed quantitative analysis for forecasting and risk at Federal Home Loan Bank of Des Moines. My work has included taking models through evaluation and deployment support, improving data reliability, and mentoring developers.

Experience

Work history, roles, and key accomplishments

Current

Data Science Engineer

Current

Brunswick Corporation

Aug 2022 - Present (4 years 2 months)

Built scalable data pipelines and developed forecasting and predictive models for supply chain and inventory planning. Implemented GenAI and RAG-based solutions, managed ML experiments with MLflow, and containerized workloads using Docker and Kubernetes.

Senior Data Scientist

Karus

May 2021 - Jul 2022 (1 year 2 months)

Developed predictive analytics and machine learning solutions for financial forecasting and scoring. Automated data workflows using Apache Spark and Azure Data Factory, and built regression, classification, clustering, and deep learning models.

Python SAS Apache Spark Azure Data Factory scikit learn TensorFlow regression Classification Clustering Ensemble Models Feature Engineering Model Validation Agile

Quantitative Analyst

Federal Home Loan Bank of Des Moines

Jan 2020 - Apr 2021 (1 year 3 months)

Performed quantitative and statistical analysis on financial and operational datasets using Python and SQL. Developed machine learning models and applied time-series analysis and hypothesis testing to support forecasting and risk analysis.