Senior Data Scientist Resume
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Pleasanton, CA
TECHNICAL SKILLS
Analytics: Apache Spark, Python, R
Visualization: d3.js, Shiny, ggplot2, matplotlib
Other: AWS, SQL, TensorFlow, Keras, git, web scraping
PROFESSIONAL EXPERIENCE
Senior Data Scientist
Confidential, Pleasanton, CA
Responsibilities:
- One of the most promising big data solution providers by APAC CIO Outlook magazine, providing integrated solutions leveraging artificial intelligence with big data
- Led initiative to build deep learning models leveraging convolutional neural network for computer vision application
- Supervised 3 data scientists who delivered machine learning solutions for clients
Data Scientist
Confidential, Pleasanton, CA
Responsibilities:
- Developed category segmentation in R which provides customizable view of market share and lead to decreased labor cost by 50% o Implemented multiclass classification model in Python and Apache Spark which improved accuracy and reduced manual effort o Applied data mining techniques to data entry problem which demonstrated potential labor cost savings of 50%
- Created and presented executive data dashboards to show the analytic and business metrics using Shiny, and d3.js
Data Scientist
Confidential
Responsibilities:
- Confidential in charge with collection and publication of statistics o Generated Online Index reports through web scraping which provided insights to consumer price fluctuation
Data Scientist
Confidential
Responsibilities:
- Prominent university providing graduate students with real world projects o Trained 5 data scientists for database query and ad hoc data mining
Data Scientist
Confidential
Responsibilities:
- Data solution company providing recommendation algorithms for credit card industry
- Created recommendation system leveraging collaborative filtering and credit card data