Hi, I'm Julius Fan
Hi! I'm a recent graduate from the University of California - Santa Cruz. I graduated in June 2020 with a B.S. in Computer Science and Minor in Applied Math and Statistics.
My interests include Data Science, Game Theory, and using computers to better our everyday lives. I would love to develop technologically inspired solutions for you!
Experience
Software Engineer @ Spigot Inc.
Redshift
C#
Python
AWS Lambda
- Increased quarterly revenue by 14% through creating a custom dashboard to display future customer prospect predictions.
- Improved User Profiling by utilizing K-means clustering and market segmentation to divide consumers into more manageable buckets.
- Constructed data processing pipeline using C# and SQL to provide information to the marketing department.
- Built a front-end to facilitate making complex search queries by other team members.
Business Intelligence Intern @ Spigot Inc.
Excel
C#
Python
SQL
Octave
AWS S3
- Improved Customer Lifetime Value by 8% utilizing a live quadrant modeling system to better model when and why customers would click.
- Shifted Advertiser Budget Allocations to reduce unnecessary expenditures by developing Python scripts to monitor AWS Redshift databases.
- Spearheaded multi-stage customer acquisition plans to allow for better retention rate using data analytics in order to drive action in purchasing customers that were more active earlier on.
Machine Learning Intern @ Genimous Technology
Python
SK-Learn
Numpy/Scipy
Tensorflow
- Filtered 92% of fraudulent clicks for clients by utilizing Python clustering methods to group bot accounts.
- Drastically improved ad revenue by implementing FTRL algorithm to adjust click weighting of consumers.
- Decreased quarterly spending by over 15% by implementing server-side fraudulent activity checks.
My Projects
P.AI.NT (Fall 2018)
Used Logarithmic Loss functions to improve image style copying between paintings and images. Based on the fast-transfer research of Ulyanov and Gatys. Innovated new approach to traditional image styling algorithms.
Relevant Coursework
Contact
I'm currently available for full-time work. If you're interested in working with me, please get in touch through my email juliusfan98@gmail.com.