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Machine Learning Researcher working in audio and healthcare
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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Sonible
Software Engineer
June 25, 2026 – Present
Temporal-Ensembling-for-Semi-Supervised-Learning
June 14, 2018 – November 3, 2019
Implementation of Temporal Ensembling for Semi-Supervised Learning by Laine et al. with tensorflow eager execution
View ProjectSiamese-Networks-for-One-Shot-Learning
February 11, 2018 – March 8, 2019
Implementation of Siamese Neural Networks for One-shot Image Recognition
View ProjectDCGAN-for-Bird-Generation
November 26, 2017 – December 29, 2017
DCGAN and WGAN implementation on Keras for Bird Generation
View ProjectCultural Fit Analysis
The candidate's projects are heavily focused on machine learning and deep learning, primarily using Python. While this demonstrates a specific technical interest, the lack of diversity in project types (e.g., web development, backend services, mobile) and technologies outside of Python/ML suggests a potentially narrow fit for a general 'Software Engineer' role without a specific ML focus. The single professional experience entry lacks detail to assess broader cultural alignment.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. No psychometric or English test results are available.