About this role
High-ownership applied ML role focused on improving speech/ASR performance for SEA languages, accents, code-switching, and noisy audio under production constraints. Responsibilities include tuning and deploying models, inference optimization and GPU utilization, building evaluation suites and datasets, and integrating models into production pipelines.
Skills for this role
SpeechAutomatic Speech Recognition (ASR)PythonPyTorchModel trainingFine-tuningModel evaluationGPU inferenceInference optimizationGPU utilizationMultilingual speechCode-switching strategiesProduction ML integrationEvaluation suitesDataset constructionExperiment designLatency optimizationCost optimizationMemory-constrained MLModel deploymentMonitoring infrastructureData curationData annotationDebugging model failures