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Applied Research Engineer | Computational Creativity (AdTech)

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The role

Bridge foundational multimodal models with advertising needs to turn subjective quality into quantitative signals.
Define aesthetic evaluation metrics that correlate with perceived quality, brand alignment, and engagement.
Build a real-time optimization loop to finetune Vision-Language Models using performance data.
Design a framework for large-scale generative experiments to test thousands of creative variations.
Work as a Scientist-Engineer who reads research papers and writes production-grade Python code.
Translate abstract marketing goals (e.g., brand lift, relevance) into concrete loss functions and engineering constraints while staying curious.

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