- Demand Forecasting: Developed end-to-end ML pipeline including CI/CD to forecast 3-year demand, improving client planning.- Scenario Modeling: Created ML-driven models to optimize sales through media spend and discounts.- Product Launch Accuracy: Boosted launch accuracy by 75% with ML-based product recommendations.- Promo Planning: Led predictive analytics to optimize promotional strategies and maximize ROI.- Time Series & Stats: Applied advanced time series and statistical analysis for actionable insights.- Worked internally on LLM projects to summarize meeting notes.

- Inventory Optimization: Implemented cost-saving strategies that reduced hospital inventory costs by 15% through optimized stock management.- Clinical NLP Modeling: Developed a BERT-based NLP model to extract key entities from clinical notes, converting unstructured text into actionable data.- Cardio Vascular Disease(CVD) Prediction: Predicting the high risk CVD Patients.- Cost Reduction: Prevented over-stocking and stockouts, leading to efficient resource utilization in hospitals.- Python Expertise: Utilized Python to build and deploy advanced NLP models, enhancing data accessibility and usability.

Expertise in Data Profiling, building machine learning models for analysis of big data and using Spark with R. We synthesize Data-Ponds (akin to datamarts), 'fit-for-purpose' analytics based Apps that are embedded in the actual patient process and patient pathway to change healthcare outcomes. Platform also enables healthcare organizations to target resources in ways that improve member health, quality of care, and performance.- Currently, we are augmenting on-premise EMRs with Advanced Analytics on our platform, for certain providers/tenants- Will provision HealthCare-Analytics as a Service platform for other tenantsApplications that are targeted / in the horizon are around -Care Management- Specifically prediction and pathway detection of Sepsis and CodeBlue- Identify High-Risk Patients- 30 day Re-admission prediction across DiagnosisPopulation Health Management- Cohort Discovery- At-Risk Populations with Population-Centric Intelligence- Identify actionable population health bucketsAmbulatory Care Management