# David Situ

> Software Engineer

Location: San Francisco, California, United States
Profile: https://flows.cv/davidsitu

I have built a solid foundation in both software engineering and artificial intelligence during my academic career through classes and internships. I hope to utilize my strengths to bridge artificial intelligence with engineering.

## Work Experience
### Software Engineer @ Abnormal Security
Jan 2021 – Present

### Software Engineer @ AppLovin
Jan 2019 – Jan 2021 | San Francisco Bay Area
- Created revenue models capable of predicting revenue for any subset of users with < 10% error on majority of users and < 5% error on users on high revenue/traffic app using Scala, Python, and Spark
    - Expanded and refactored app categorization to remove legacy system and increase coverage in ad serving
    - Analyzed and evaluated the impact of new ad serving systems on multi-billion dollar ad revenue stream

### Machine Learning Engineer Intern @ Ai Master
Jan 2017 – Jan 2017 | Greater San Diego Area
- Completed Kaggle Competition on Mobile Data to demonstrate real world application of machine learning
- Implemented models like Linear Regression, Convolutional/Recurrent Neural Network using only Numpy/Scipy
- Designed 10+ tutorials on machine learning models like SVM, Linear Regression, Gaussian Mixture Model

### Software Engineer Intern @ ServiceNow
Jan 2016 – Jan 2016 | Greater San Diego Area
- Developed full stack implementation of attachments on ServiceNow platform using JavaScript, Jelly, and Java
- Wrote script to safety convert all of ServiceNow clients’ databases to handle attachments
- Enabled the ability to do cross database queries using Ruby and Puppet

### Software Engineer Intern @ Intellisis Corporation
Jan 2015 – Jan 2015 | Greater San Diego Area
-Created scripts for CouchDB database interaction to stress test AWS server and couchDB databases
-Built voice bio metrics lockscreen for Android
-Created an audio mixer tool to create training examples for speech processing machine learning algorithms


## Education
### Bachelor of Science (BS) in Computer Science
UC San Diego

### Master of Science - MS in Computer Science
UC Irvine


## Contact & Social
- LinkedIn: https://linkedin.com/in/david-situ

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Source: https://flows.cv/davidsitu
JSON Resume: https://flows.cv/davidsitu/resume.json
Last updated: 2026-03-29