akomarla
Tech, data science & education | Data Scientist @Intel | Founded @redoio & @CovidInCustody
Berkeley, CA
Pinned Repositories
akomarla
data-transparency-cpra
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
inventory_optimization
Modeling errors in SSD market demand forecasts to improve supply planning like safety-stock allocations
predict_npi_bugs
Predict number of JIRA bugs in SSD engineering dev process as a proxy for market readiness
ca-county-jails-data
COVID-19 data for CA county jails extracted from freedom of information requests to public agencies
data-transparency-cpra
COVID-19 data transparency of CA sheriff's department based on responses to freedom of information requests
resentencing_data_initiative
Prosecutor Initiated Resentencing (PIR) eligibility model for the Three Strikes Project at Stanford Law
akomarla's Repositories
akomarla/inventory_optimization
Modeling errors in SSD market demand forecasts to improve supply planning like safety-stock allocations
akomarla/forecast_npi_costs
Forecasting costs of new SSD memory drives based on historical quotes from design manufacturers
akomarla/predict_npi_bugs
Predict number of JIRA bugs in SSD engineering dev process as a proxy for market readiness
akomarla/ExpSmoothing
A simple introduction to statistical learning for time-series forecasting using the Holt Simple Exponential Smoothing method
akomarla/forecast_demand
SKU-level customer demand forecasts for SSDs for improved long-term supply planning
akomarla/akomarla
akomarla/data-transparency-cpra
akomarla/logbert
log anomaly detection via BERT
akomarla/NeuralLog
Log-based Anomaly Detection Without Log Parsing (ASE 2021, Research Track)
akomarla/slack_msg_processing
Processing and hashing Slack communication to enable language modelling