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Use a CycleGAN model to transform the Banana Ripeness, and use an attention mechanism to keep the background style from being transferred as much as possible.

Style transfer - CycleGAN with attention mechanism

Senior Data Scientist at Powertech Technology Inc.

Clark Wang

- Statistics background, over 7 years working experience on data analysis and project management.
- Be familiar with image generating skill for data augmentation.
- Administrate Engineering Data Analysis system, and guide end-user to establish their own analysis flow.
- Issue analysis relative knowledge and problem-solving skills
- Good communication skills with the customer, business partner and team member 
- Efficiency, responsibility and aggressive at work with analytical mindset
- CQE & CQT Certificate

逢甲大學

Clark Wang - Statistics background, over 7 years working experience on data analysis and project management. - Be familiar with image generating sk...

My Resume

PTI 力成科技

Senior Data Scientist

i. In charge of defect image of data augmentation task implement and deliver data. I've hands-on experience on building Generative Adversarial Network,  many solution for various situation, to build apporpriate model for task.

ii. Abnormal machine signal classifition and detection. I build apporpriate model for task whether training data has abnormal signal or not, i.e classification model or health model.

iii. Administrator of Engineering Data Analysis system. I co-work with multi-functional teams to manage project scope, known their requirement and current difficulty, and guide end-user to establish their own analysis flow, thus reducing and replacing many daily manual analysis processes. In the meantime, i have experience on In-house user training too. 

iv. ETL for Tableau. I write python script on pyspark to summary daily output, machine error code, quality checking data, and pass it to Tableau for visualization.

v. Unscheduled AI and statistical education and training for production line person and engineers.

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