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职场能力评价定义
Tom Lin
Rooted in product development/marketing background, but equipped with data science skills, including Visualization, ML, DL, and Reinforcement Learning.
Data Scientist/Analyst
Kaohsiung, Taiwan
[email protected]
Certificates
1. Machine Learning Engineering Nanodegree 2018
2. Deep Learning Nanodegree 2018
3. Computer Vision Nanodegree 2019
4. Deep Reinforcement Learning Nanodegree 2019
1. The Big Data Essentials: HDFS, MapReduce and Spark RDD 2018
Skills
Programming
python, SQL, R, pyspark, hive, impala
Package/Platform
scikit-learn, gensim, spacy, pytorch, keras, tableau, power bi, hue, AWS, mysql, airflow, GCP
Knowledge
Work Experience
trivago, Data Analyst, Feb 2018 ~ Jul 2018
(1) Come up with performance report and analysis for marketing team.
(2) Design and update data visualization using internal developed visualization package.
MDF Instruments USA, Data Engineer, Mar 2017 ~ Dec 2017
(1) Code for automatic sales/online traffic data update and integration from different platforms (including API on Amazon Ads, Adwords, Facebook).
(2) Design database schema structure.
(3) Create automatic analysis report on customer demography/sales/online traffic.
(4) Build up interactive geospatial data visualization on market penetration.
Cathay United Bank, Product Manager, Oct 2015 ~ Feb 2017
(1) Decide and target customer via features segmentation.
(2) Design product bundling and discount rate.
(3) Plan campaign communication channel and sales rewards policy.
(4) Conduct a UI improvement survey, which includes focus group, questionnaire, theorem research.
(5) Build up operation info dashboard with interactive visualization, using Excel VBA.
Tom Lin
Rooted in product development/marketing background, but equipped with data science skills, including Visualization, ML, DL, and Reinforcement Learning.
Data Scientist/Analyst
Kaohsiung, Taiwan
[email protected]
Certificates
1. Machine Learning Engineering Nanodegree 2018
2. Deep Learning Nanodegree 2018
3. Computer Vision Nanodegree 2019
4. Deep Reinforcement Learning Nanodegree 2019
1. The Big Data Essentials: HDFS, MapReduce and Spark RDD 2018
Skills
Programming
python, SQL, R, pyspark, hive, impala
Package/Platform
scikit-learn, gensim, spacy, pytorch, keras, tableau, power bi, hue, AWS, mysql, airflow, GCP
Knowledge
Work Experience
trivago, Data Analyst, Feb 2018 ~ Jul 2018
(1) Come up with performance report and analysis for marketing team.
(2) Design and update data visualization using internal developed visualization package.
MDF Instruments USA, Data Engineer, Mar 2017 ~ Dec 2017
(1) Code for automatic sales/online traffic data update and integration from different platforms (including API on Amazon Ads, Adwords, Facebook).
(2) Design database schema structure.
(3) Create automatic analysis report on customer demography/sales/online traffic.
(4) Build up interactive geospatial data visualization on market penetration.
Cathay United Bank, Product Manager, Oct 2015 ~ Feb 2017
(1) Decide and target customer via features segmentation.
(2) Design product bundling and discount rate.
(3) Plan campaign communication channel and sales rewards policy.
(4) Conduct a UI improvement survey, which includes focus group, questionnaire, theorem research.
(5) Build up operation info dashboard with interactive visualization, using Excel VBA.