業務橫跨公司成本控管及晶片開發,開發 PB-level 資料從 data integration 到 machine learning 的所有環節,能快速分析巨量資料,並從資料源頭提升 prediction model 表現。
MediaTek Inc. • 2019/07 - Present
公司三大成本: EDA License, Computing Farm, 人力
MediaTek Inc. • 2016/09 - 2019/07
Python, SQL, SPL, NodeJS, HTMK, CSS, Git, CI/CD
Sklearn, Numpy, Pandas, Scipy, seaborn, shap value, xgboost, random forest, linear regression, feature engineering, high dimension clustering (fit JD key word)
Airflow, NiFi, Dataflow, BigQuery, Cloud Function, Plotly/Dash, Splunk
GCP: Cloud Function, Dataflow, Composer, BigQuery
2014 - 2016
2011 - 2014
業務橫跨公司成本控管及晶片開發,開發 PB-level 資料從 data integration 到 machine learning 的所有環節,能快速分析巨量資料,並從資料源頭提升 prediction model 表現。
MediaTek Inc. • 2019/07 - Present
公司三大成本: EDA License, Computing Farm, 人力
MediaTek Inc. • 2016/09 - 2019/07
Python, SQL, SPL, NodeJS, HTMK, CSS, Git, CI/CD
Sklearn, Numpy, Pandas, Scipy, seaborn, shap value, xgboost, random forest, linear regression, feature engineering, high dimension clustering (fit JD key word)
Airflow, NiFi, Dataflow, BigQuery, Cloud Function, Plotly/Dash, Splunk
GCP: Cloud Function, Dataflow, Composer, BigQuery
2014 - 2016
2011 - 2014