sharp-007 / scikit-learn

scikit-learn: machine learning in Python

Profile

• 👋 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

Hard Skills

• 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

Soft Skills

• 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

Projects

• 1. datacamp-projects

  Project 1: Mobile Games AB Testing with Cookie Cats

  Project 2: Competition - Reporting on sales data - motorcycle parts

  Project 3: Where to open a new coffee shop?

• 2. Digit-Recognizer

• 3. User-Profile

• 4. User-Clustering-Product-Recommendation-and-Sales-Volume-Prediction

• 5. Credit-Score-Model

• 6. Arcing-Issue-Solution-with-Random-Forest

Certificates

• 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)