Professional Working Experience

Data Scientist Intern

Designed and implemented image processing algorithms using Python and OpenCV to analyze and extract different shapes from images, automating image recognition and classification with a 70% accuracy rate
Utilized Optical Character Recognition (OCR) techniques to extract text from hand-written images, enhancing data and object detection capabilities by processing an average of 145 images per hour
Collaborated with software engineering teams to integrate image processing functionalities into larger software systems, and published the developed module as a PyPi online-installable package

Delivered status updates to clients on bi-weekly basis by analyzing client sales data using Excel and Python, comparing revenue, purchase rate, customer flow and Average Order Value (AOV) over time
Collaborated on presentations for client CEOs, providing sales analysis, data visualization using Thinkcell and Power BI, key index improvement, marketing campaign reporting
Increased 10-20% customer base by creating a framework utilizing Python and Excel to track cold call performance for sales representatives
Accelerated data analysis processing by five hours by building an internal database using Python and SQLite to synthesize sales data across the Taiwan market
Achieved a click rate of 60% among a target audience of 300+ key clients within one week by initiating innovative email campaign
Created efficiency on analysis process by constructing internal Python modules
Mentored new hires by teaching basic data modeling (pivot tables and advanced Excel functions)

Accelerated recurring project completion time by 8 hours by automating data process procedure using VBA
Boosted 10% AOV by offering sales recommendation derived from basket analysis of client portfolios
Conducted data modeling, improved analysis accuracy, and visualized results utilizing Power Pivot and Power BI