Movya Sonti

WORK HISTORY

EDUCATION

ABOUT MOVYA SONTI

Data Scientist specializing in ML, Generative AI, and high-impact analytics across healthcare, supply chain, and business operations. I build production-ready solutions that reduce cost, streamline operations, and turn messy data into automated decision systems.With hands-on experience across predictive modeling, GenAI applications, RAG pipelines, operational analytics, and BI automation, I help organizations move from data → insights → action → measurable ROI. Selected Impact• $82K/yr cost savings by building SKU-level pharma demand forecasting models (XGBoost + SQL).• 17% reduction in claim denials through anomaly detection and clinical ETL automation.• 92% accuracy LLM chatbot using LangChain + FAISS, automating manual research and response workflows.• 15% improvement in OTIF by designing supplier performance scorecards for 120+ vendors.• HIPAA-compliant dashboards for clinical metrics, cost tracking, and audit readiness.• Peer-reviewed research on federated learning for medical imaging (CVIP 2023). Technical StrengthsPython (Pandas, NumPy, scikit-learn, TensorFlow), SQL (Joins, CTEs, windowing), XGBoost, NLP/LLMs, RAG, LangChain, Power BI (DAX), Tableau, GCP, AWS, Docker, Git, ETL Pipelines, Healthcare Data (EHR, ICD-10, CPT), Agile/Scrum.I thrive at the intersection of machine learning, domain expertise, and real operational value. Whether the challenge is forecasting, automation, improving quality metrics, or deploying GenAI workflows, I deliver solutions that scale.If you\'re looking for someone who can translate complex data into predictive models, automated workflows, and business impact, let’s connect.