Jyothiraditya G
Data Scientist driving healthcare & digital analytics at scale | ML, EMR data, Cloud & MLOps
- Role
- Data Scientist at Syneos Health
- Location
- Rolla, MO, US
- LinkedIn followers
- 500 followers
About Jyothiraditya G
Data Scientist with 3+ years of experience applying machine learning, statistical analysis, and large-scale data processing to solve problems in healthcare and digital platforms.Strong in Python, SQL, cloud (AWS/GCP/Snowflake), and MLOps, delivering reliable, production-ready ML solutions.
Experience
Data Scientist
Jan 2025 — Present · US
Analyzed and modeled over 15 TB of EMR and claims data to identify patterns impacting patient readmission, adverseevents, and clinical risk indicators across healthcare populations.• Performed in-depth exploratory data analysis and statistical validation to uncover trends, anomalies, and featurerelationships that directly influenced predictive model accuracy and reliability in production environments.• Engineered reusable, version-controlled features from structured and semi-structured healthcare datasets, improvingmodel consistency, feature reuse, and training efficiency across multiple clinical machine learning initiatives.• Developed, trained, and evaluated machine learning models supporting clinical and operational decision-making, ensuringmodels met performance, explainability, and regulatory requirements within healthcare analytics workflows.• Collaborated with data engineering teams to deploy models using AWS SageMaker and MLflow, reducing model deliverytimelines by approximately 40 percent through automated pipelines.• Implemented model performance monitoring, drift detection, and data quality checks to maintain reliability, stability, andcompliance across HIPAA-regulated machine learning production environments.• Designed analytics-ready datasets in Snowflake using dimensional modeling techniques to support downstream reporting,advanced analytics, and scalable machine learning feature aggregation use cases.
Education
Velagapudi Ramakrishna Siddhartha Engineering College
Bachelor of Technology - BTech, Electrical, Electronics and Communications Engineering
Missouri University of Science and Technology
Masters, Information Technology
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