Sydney Lin Email and Phone Number

* Building AI for Google Earth. * Productionize vision transformer and use Geospatial Foundation Models for signal extraction.* Tech lead for ML models and datasets management services at Geo Machine Intelligence.

Lead Engineer for Privacy and Security, Evaluation and Interpretability for end-to-end Automated Machine Learning services at Google Brain. I am responsible for setting road map and vision as well as implementation.SWE for end-to-end Automated Machine Learning services.

Research & Development in click prediction, pricing and ranking for Yahoo Sponsor Search Ads. (Spark, Oozie, Pig, Java, C++)+ Fast paced ad hoc analysis to answer questions and provide solutions like how to safe guard user experience with new ad product push. + Prototype offline simulation on pricing for Yahoo Sponsor Search Ads and implemented the logics in production.+ Build daily data processing workflow for modeling and analysis use.

Support and enhance Long Term and Near Real Time advertising targeting system that sits on Hadoop framework. (Java, Hadoop, Oozie and Pig)

+Developed wind uncertainty model to support Monte Carlo flight simulations. (in Pythonand CPP) Coauthor of technical paper,”Spatio-Temporally Correlated Wind UncertaintyModel for Simulation of Terminal Airspace Operations”, accepted by AIAA 2013.+Unsupervised learning on flight tracks in terminal area. (in Matlab and Java)+Deployed large scale fight simulation with web interface on EC2 GPU servers. (in C,CUDA and Java)+Speeded up flight simulations by a factor of 100+.(in CPP and CUDA)

Researched and developed a cover song detection system.Developed algorithm in Matlab, turned the bottleneck into C++, Parallelized algorithm.

Provided interpretation in geometry/computer science of the problems related college level Algebra, Pre-calculus, Calculus, Discrete Mathematics

Trained configuring network environment and tested routersMaintained and improve official webpageDeveloped user manual for routers and create Graphic User Interface cooperating with the art designer

Taught technique in debugging in C++ using Microsoft Visual StudioIntroduced the concept of Data Structure, Object Oriented Program Created discussion for higher class participation

Divided research project into individual's integrated work, improved communication between peers Collaborated on team of 15 students under supervision of Professor Jinn-Liang LiuResearched numerical methods for building numerical model in Quantum MechanicsBuilt a simulated quantum dot model in one dimension and analyzed the results