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Machine Learning / AI
Building ML pipeline @ Hoyoverse
-Architected and led development of end-to-end automated training / deploying pipeline of ResNet based Machine Learning Deformer, enabling cinematic-quality facial animations without compromising real-time performance
Building ML based 3D model generation pipeline @ Walmart
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-Led design and development of end-to-end automated 3D model generation pipeline processing Walmart various products, covering automated data collection, LLM-powered dimension extraction, data cleaning, 3D model procedural generation, CNN-powered quality validation, and publishing
Building distributed Reinforcement Learning pipeline @ Personal Project
-Designed and developed using Unity ml-agents and Ray
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