Ding Li
Principal Data Scientist on Machine Learning
- Role
- Principal Data Scientist at Everyday Health
- Location
- Great Neck, NY, US
- LinkedIn followers
- 500 followers
About Ding Li
Lead a data science team developing state-of-the-art AI applications to create/grow business.Successfully built Recommender Systems, NLP systems, and Business Intelligence solutions. Fascinated about conversational AI right now.
Experience
Principal Data Scientist
Jul 2016 — Present · New York, NY, US
Built Intelligent solutions to improve the healthcare professionals\' interaction with digital media • Developed a state-of-art recommendation system based on neural networks which significantly improved click through rate. • Designed reinforcement learning models to further increase users\' engagement.• Built a NLP system which extracts the medical terms in SNOMED from medical articles and links them to ICD-10 codes. Its extensiveness and accuracy already outperformed a commercial product the company used. Technologies used: Python, SQL, TensorFlow, Deep Learning, Reinforcement Learning, NLP
Education
University of Pennsylvania
MS, Telecommunication & Networking
2000 — 2001
University of Pennsylvania
MS, Computer Science
2002 — 2004
Fudan University
BS, Material Physics
1991 — 1995
Chinese Academy of Science
MS, Poloymer Chemistry and Physics
1995 — 1999
Skills
- R
- Postgresql
- Social Analytics
- Tableau
- Software Development
- Python
- Xml
- Data Visualization
- Oracle
- Data Mining
- Tensorflow
- Java
- Data Modeling
- Web Analytics
- Machine Learning
- Business Intelligence
- Kpi Dashboards
- Databases
- Web Applications
- E-Commerce
- Mysql
- Data Analysis
- Big Data
- Amazon Redshift
- Statistics
- Sql
- Linux
- Qlikview
- Supply Chain
- Ssrs
- Octave
- Deep Learning
- Json
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