Research
ALOA
First-author research on membership inference in two-tower recommendation models.
View the workSelected milestones
A record of building.
Research, implementation, and product exploration. Each milestone links to the work and its present scope.
Implementation
Elementization Studio
MVP-A implementation with recorded automated acceptance. Physical-machine release checks remain at the recorded checkpoint.
View the workProduct exploration
Applied AI workflows
Rental exploration and an adaptive learning system design connect technical ideas with concrete user decisions.
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