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Aparna Komarla's Projects

expsmoothing icon expsmoothing

A simple introduction to statistical learning for time-series forecasting using the Holt Simple Exponential Smoothing method

forecast_demand icon forecast_demand

SKU-level customer demand forecasts for SSDs for improved long-term supply planning

forecast_npi_costs icon forecast_npi_costs

Forecasting costs of new SSD memory drives based on historical quotes from design manufacturers

inventory_optimization icon inventory_optimization

Modeling errors in SSD market demand forecasts to improve supply planning like safety-stock allocations

neurallog icon neurallog

Log-based Anomaly Detection Without Log Parsing (ASE 2021, Research Track)

predict_npi_bugs icon predict_npi_bugs

Predict number of JIRA bugs in SSD engineering dev process as a proxy for market readiness

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