Han Lai
Data Scientist at Stitch Fix
- Role
- Data Scientist at Stitch Fix
- Location
- San Francisco, CA, US
- LinkedIn followers
- 500 followers
About Han Lai
Senior Data Scientist with a PhD. in applied physics. I have developed and delivered products based on NLP, statistical modeling and recommendation engine and hands-on experience deploying end-to-end production level recommendation system for consumer app of over 1.5 million users. I have support the full product cycle with my data analytical skills from user research, hypothesis testing, user behavior data collection design and report directly to executive members for product evaluation, future direction setting and insight discover. I constantly communicate with business owners to realize needs and research and provide solution based on different modeling techniques with different data types and sizes to support and increase revenue in different aspects in the company.
Experience
Data Scientist
May 2019 — Present
Education
National Tsing Hua University
Bachelor of Science (BS), Materials Science
2004 — 2008
University of Florida
Doctor of Philosophy (PhD), Materials Science
2009 — 2015
Skills
- Organic Electronics
- Semiconductors
- Organic Chemistry
- Optoelectronics
- Matlab
- Afm
- Characterization
- Nlp
- Spectroscopy
- Apache Spark
- Sensors
- Quantitative Research
- Ellipsometry
- Research
- Physics
- Machine Learning
- Uv/Vis
- Powder X-Ray Diffraction
- Natural Language Processing
- Profilometer
- Ni Labview
- Device Characterization
- Algorithms
- Statistics
- Sql
- A/B Testing
- Data Analysis
- Materials Science
- Sputter Deposition
- Python
- Postgresql
- Nanotechnology
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