Samuel Ahn Email & Phone Number

● Utilized LLMs (Gemini) to perform an assortment of classification and clustering tasks via prompt engineering.● Developed a horizontal platform for Assistant to store app specific device data to power on-server Assistant features for Android devices.● Developed and refined tens of on-device speech biasing models for Assistant for Pixel 6 and beyond. ● Created MapReduce (Flume) pipeline jobs to display metrics, such as intra-app sequence and time spent, for various Google products.

Wrote the logic, including scalding to handle mapreduce tasks, for multiple push recommendations: social recommendation, travel series, user favorite categoriesCreated own HFile collection about places popular with tourists as well as an admin page for any other employees to use

Seattle, Wa

● Worked on improving the main Twitter experience with images on Android phone as well as writing loggingevents to see how metrics change on experiments● Refactored some of the legacy requests for Twitter’s API

Menlo Park, Ca

Worked on one huge feature project on Android Messenger, from designing the overall functionality to writing tests and slowly rolling it out to the team to perfecting the frontend design (has yet to be released)Created more functionality and fields with FQL (Facebook's database query language)

San Francisco Bay Area

PHP, HTML, JavaScript• Wrote the code to process the callback from Android's OfferWall for the backend payments side.Tested heavily through a sandbox environment and coordinated with the Android team.• Wrote a health check program that monitors the latest transaction times for the completed paymentsthrough various providers.• Worked in a team recreating the process of submitting reports to NCMEC. Moved the code templatefrom FTL to HessianPHP.• Implemented an additional verification for agents to check user's account ownership by sending a textmessage with a code to the account's listed phone number.• Used JavaScript and JQuery to implement AJAX to update content without refreshing a page.• Worked on fixing and enhancing the admin tools. Also, devised and improved unit tests.

Master Of Science (M.S.), Computer Science

Plan to focus on machine learning and data science here.

B.S, Electrical Engineering And Computer Science

Activities and Societies: Programming competitions

Education record

Was here for study abroad for the Fall semester of 2013 studying Computer Science