Data Scientist

• Nov 2018 - Present

Data Scientist

• Aug 2018 - Oct 2018

Identify key customer problems from incoming calls to call centers.- POC on topic extraction using LDA and speech to text for call center voice file.Identify customer lifestyle to be usage in other propensity or customer base models- Train specific group word2vec model to use in scoring customer lifestyle profile. Identify key customer problems from incoming calls to call centers.- POC on topic extraction using LDA and speech to text for call center voice file.Identify customer lifestyle to be usage in other propensity or customer base models- Train specific group word2vec model to use in scoring customer lifestyle profile.

Part-time Data scientist

• Sep 2017 - Jul 2018

- Develop user behaviors analytics base on clickstream and transaction data- Initiate and develop internet forum trend prediction models include data pipeline using various classification approaches. - Develop user behaviors analytics base on clickstream and transaction data- Initiate and develop internet forum trend prediction models include data pipeline using various classification approaches.

Research Student

• Jan 2015 - Jun 2018

- Develop project about data processing on big log data.- Develop tagging part of speech for Thai words base on Thai knowledge dictionary and machine learning approach.- Develop web scraping and spyder to collect data from website. - Develop project about data processing on big log data.- Develop tagging part of speech for Thai words base on Thai knowledge dictionary and machine learning approach.- Develop web scraping and spyder to collect data from website.

Internship data scientist

• Jun 2017 - Jul 2017

- Develop Language processing (Wordcloud) in Thai language using Word-Segmentation techniques and gensim python package.- Develop specifics internet forum statistics for web analytics tool - Develop Language processing (Wordcloud) in Thai language using Word-Segmentation techniques and gensim python package.- Develop specifics internet forum statistics for web analytics tool

International Research internship

• Jun 2016 - Aug 2016

- International research internships at Software Engineering Laboratory. (sophomore student program)- Research about automate defect prediction (bug prediction) from git code, Jira issue tracking system and code semantic using neural network called deep belief network (DBN) - International research internships at Software Engineering Laboratory. (sophomore student program)- Research about automate defect prediction (bug prediction) from git code, Jira issue tracking system and code semantic using neural network called deep belief network (DBN)