Aparna Komarla's repositories
inventory_optimization
Modeling errors in SSD market demand forecasts to improve supply planning like safety-stock allocations
ExpSmoothing
A simple introduction to statistical learning for time-series forecasting using the Holt Simple Exponential Smoothing method
forecast_demand
SKU-level customer demand forecasts for SSDs for improved long-term supply planning
forecast_npi_costs
Forecasting costs of new SSD memory drives based on historical quotes from design manufacturers
predict_npi_bugs
Predict number of JIRA bugs in SSD engineering dev process as a proxy for market readiness
Language:Python000
logbert
log anomaly detection via BERT
Language:Jupyter Notebook000
NeuralLog
Log-based Anomaly Detection Without Log Parsing (ASE 2021, Research Track)
Language:PythonMIT000
slack_msg_processing
Processing and hashing Slack communication to enable language modelling