Senior Software Engineer, Machine Learning, Transleta.ai
Oct, 2024 - Present5 months
Transleta.ai is an AI-powered document translation startup focused on context-aware translation from underrepresented languages, using large language models and custom pipelines.
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Trained YOLO model for layout detection including text, stamps, and images in scanned documents.
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Designed LLM pipelines for context-aware document translation from low-resource languages.
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Developed configuration systems for AI document translation with customizable translation rules.
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Deployed machine learning models for inference in production environments.
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Implemented pipeline evaluation strategies using BERTScore for quality measurement.
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Optimized pipeline performance using DSPy to improve cost-efficiency and accuracy.
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Built a robust production environment for code deployment and execution.
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Led development from MVP to production-ready code, ensuring scalability and maintainability.