I'm a software engineer specializing in backend systems, cloud infrastructure, and applied machine learning. I design scalable data pipelines and real-time processing solutions in Python, deploying on AWS. I bring a strong foundation in deep learning and love translating research into production-ready services that integrate ML into backend workflows.

Catuxa Seoane Botana

I'm a software engineer specializing in backend systems, cloud infrastructure, and applied machine learning. I design scalable data pipelines and real-time processing solutions in Python, deploying on AWS. I bring a strong foundation in deep learning and love translating research into production-ready services that integrate ML into backend workflows.

Available to hire

I’m a software engineer specializing in backend systems, cloud infrastructure, and applied machine learning. I design scalable data pipelines and real-time processing solutions in Python, deploying on AWS.

I bring a strong foundation in deep learning and love translating research into production-ready services that integrate ML into backend workflows.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
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Language

Spanish; Castilian
Fluent
Galician
Fluent
English
Fluent
German
Beginner
Swedish
Intermediate

Work Experience

Streaming Software Engineer at Magine Pro
June 1, 2023 - November 28, 2025
Developed and deployed scalable machine learning pipelines for streaming services using Python and AWS. Contributed to projects involving image and audio processing and real-time data analysis. Extensive experience with AWS services: Lambda, S3, Step Functions, and CloudFormation.
Deep Learning Engineer at Televes Corporation
February 1, 2023 - February 1, 2023
Built computer vision models to detect anomalies in manufacturing products using TensorFlow and PyTorch. Integrated MATLAB tools for signal analysis and preprocessing workflows.
Intern, Deep Learning at Televes Corporation
July 1, 2022 - July 1, 2022
Internship focusing on deep learning projects related to computer vision and signal processing; supported machine learning experiments and data labeling.
Deep Learning Engineer at Televes Corporation
October 1, 2022 - February 28, 2023
Developed data pipelines for large-scale image analysis. Built and optimized deep learning models (TensorFlow, PyTorch) for anomaly detection.

Education

Master in Computer Vision at Interuniversity Program (UPorto, UVigo, UDC, USC), Spain
January 1, 2021 - January 1, 2023
Bachelor in Telecommunications Engineering (Minor in Image and Sound) at University of Vigo, Spain
January 1, 2016 - January 1, 2021
MSc in Computer Vision at Interuniversity Program (UPorto, UVigo, UDC, USC), Spain
January 1, 2021 - December 31, 2023
BSc in Telecommunications Engineering (Minor in Image and Sound) at University of Vigo, Spain; Erasmus+: Hochschule Darmstadt, Germany
January 1, 2016 - December 31, 2021

Qualifications

AWS Certified Solutions Architect – Associate
January 1, 2025 - November 28, 2025
AWS Certified Solutions Architect – Associate
January 11, 2030 - April 16, 2026

Industry Experience

Software & Internet, Media & Entertainment, Telecommunications, Professional Services