Mauricio Araneda

MSc. in computer engineering with 4+ years of experience designing and building ML pipelines and end-to-end AI solutions. Specialized in machine learning, deep learning, natural language processing, computer vision, and deep learning for audio processing. Deeply interested in applying my skills and experience to help solve real-world problems using AI.

Senior Machine Learning Engineer, PageGroup.

Development and deployment of a time-series forecasting system for store sales prediction using state-of-the-art tree based models. Development of template for end-to-end automated data pipelines from data ingestion to model prediction, including automatic CI/CD and Continuous Training.

Machine Learning Engineer, CENIA.

Development and deployment of an information retrieval system for product matching based on state-of-the-art text embedding models, neural machine translation models, and large language models. Development and deployment of a automated speech recognition system for automated transcription and translation of raw audios using state-of-the-art transformer-based algorithms.

Development and deployment of a automated video classification system for detecting common mistakes made by students in a healthcare training platform using convolutional neural network algorithms.

Data Engineer, Worldalytics.

Development, redesign and deployment of data pipeline refactor and optimization for customer contactability data, supporting decision-making for retail com

Master en Ciencias de la Computacion, en Universidad de Chile

Ingenieria en Civil en Computacion, en Universidad de Chile