Design a DNA-sequence optimization loop
Company: Lila
Role: Machine Learning Engineer
Category: ML System Design
Difficulty: medium
Interview Round: Onsite
Overview: This question evaluates a candidate's ability to design an end-to-end ML-driven experimental optimization loop for DNA sequence engineering, including sequence representation, constraint enforcement, candidate generation, batch experimental design, and learning from noisy assay measurements.
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