Michael Keane partly available

Michael Keane

Data Scientist | Software Engineer | linkedin.com/in/michaelekeane

partly available
Profileimage by Michael Keane Data Scientist | Software Engineer | linkedin.com/in/michaelekeane from Cork
  • none Cork Freelancer in
  • Graduation: Computer Science
  • Hourly-/Daily rates: not provided
  • Languages: German (Elementary) | English (Native or Bilingual)
  • Last update: 04.04.2019
KEYWORDS
PROFILE PICTURE
Profileimage by Michael Keane Data Scientist | Software Engineer | linkedin.com/in/michaelekeane from Cork
SKILLS
  • Python: 15 years
  • SQL: 15 years
  • Databases: Oracle, SQL Server, MySQL
  • Machine learning: scikit-learn, PyTorch, TensorFlow
REFERENCES
Data consultant (contract) at ICBF (genetic data services provider)
  • Responsible for development of processes and procedures for efficient storage, processing and statistical analysis of ~20 TB of data in a range of formats.
  • Developed deep learning models for image classification using Python (scikit-learn, numpy, pandas) and PyTorch in a cloud environment, which have so far resulted in a 20% increase in accuracy and 90% decrease in training time relative to legacy models.
  • Developed an automated Python/SQL pipeline to validate, clean, transform and load big datasets in a variety of formats from numerous international collaborators which has processed over 200 GB of data to date.
  • Developed Python/SQL pipelines to automate key business processes which have eliminated manual intervention by staff and reduced the completion time by over 50%.
TIME AND SPATIAL FLEXIBILITY
Available for on-site projects in the EU or remote anywhere.
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