Wei-Cheng Lin Email & Phone Number

- Creating the Mask-RCNN model to identify every solar cell respectively on given solar panelimages with Detectron2. Segmenting the objects for downstream tasks.- Using Pytorch to create EcientNet image classier to tell if a given solar cell is defected anddetect the exact defect types- Conducting research on potentially promising solutions and evaluating the feasibility ofavailable options

Taipei City, Taiwan

• Conducted quantitative research, applied modern machine learning methods to build models for forecasting risks and returns of the financialmarket• Designed and implemented algorithmic CTA strategies including backtesting and evaluation• Researched latest papers related to financial markets and time‑series data• Conducted comprehensive EDA analysis using Matplotlib, Seaborn, Hiplot, Plotly in Python for insight exploring

Kaohsiung City, Taiwan

- Increasing open rate of electronic direct mail by 300% and click rate by 200% through analyzing customer behavior and A/B testing- Created predictive model to forecast sales of products, reducing stock level by 20%- Applying Market Basket Analysis, apriori, resulting in 20% revenue raise- Collected and cleaned dark data; generating valuable insights for decision-making- Using Shiny to build customized data-related web applications to facilitate workflow- Visualized data by Plotly, ggplot2 and flexdashboard in R for statistical inference, information exposure and storytelling

Master Of Data Analytics - Ms, Data Analytics, 3.91

- Worked with Keras, built on the top of TensorFlow in Python, to model and predict stock prices with a recurrent neural network. Enhanced.

Bachelor Of Business Administration - Bba, Marketing