- 👋 Hi, I’m Jiao Pan.
- ✨ I am dedicated to applying data science to accelerate your business and drive scientific business decisions.
- 💞️ I’m glad to collaborate on data science projects.
- 👀 Hobbies: hiking, calligraphy, reading, writing.
- 🔛 Linkedin: Jiao Pan
✈️ Github: sharp-007- 📫 Email: [email protected]
- 📢 Address: Beijing, China
- Areas: Data Analytics, Data Science, Materials Science
- Coding: Python, MySQL, Matlab, C++, Git Bash
- Dashboard: Tableau, Quicksight
- Python Libraries: pandas, numpy, matplotlib, seaborn, geopandas, statsmodels, sklearn, pyspark
- Machine learning: Linear Regression, Logistic Regression, Elastic-net Regression, KNN, DT, RF, SVM, K-means, PCA
- Deep learning: familiar with tensorflow and keras frameworks
- Cloud computing: AWS Data Analytics: S3, Athena, RDS, Redshift, Glue, DynamoDB, Kinesis, QuickSight, EMR, CLI, Cloud9, SDK
- Materials Science: polymer composites, flexible composites, electromagnetic materials, electromagnetic computing, structure modeling
- Language: English (Professional working proficiency), Mandarin (Native)
- Creativity: 3 years' experience working as a creative engineer in the manufacturing industry, succeeded in solving multi-disciplinary problems in a cross-functional team, awarded the Technology Innovation Prize in the 2020 annual summary meeting
- Leadership: 2 years' experience working as a supportive technical team leader, successfully organized more than 10 collaborative tasks
- Writing: outlined and drafted technical documents to bid for projects with a success rate of about 90%
- Reporting: voted as the Excellent Deparment Manager in the 2021 annual report meeting
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Project 1: Mobile Games AB Testing with Cookie Cats
Project 2: Competition - Reporting on sales data - motorcycle parts
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4. User-Clustering-Product-Recommendation-and-Sales-Volume-Prediction
- English: IELTS (7.5), CET6 (568), Business English Communication Skills (University of Washington)
- Data Analytics: Amazon Web Services: Data Analytics (Linkedin)
- Data Science: Python for Data Science, AI & Development (IBM), Tools for Data Science (IBM), Data Science Methodology (IBM)
- Big Data: Introduction to PySpark (DataCamp)
- Database: MySQL Intermediate Certificate (HackerRank)
- Programming: NCRE Grade 2 (C Programming)
- Project Management Professional (PMP)(https://www.credly.com/badges/fe82da05-17cf-4a20-b949-ef44f95b75b0/public_url)
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent