
Gemma Danks
Research Assistant

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About me
Data Processing Software Engineer at SKAO | PhD
Education

University of St. Andrews
2001 - 2005Bachelor of Science (B.Sc.) Biology First Class HonoursDissertation title: Fitting oxygen balance models to Antarctic fur seal dive dataSupervisor: Prof. Ian Boyd (Sea Mammal Research Unit)Honours modules: Molecular Genetics and Immunology, Human Reproduction and Development, Neuroscience, Pharmacology, Marine and Environmental Microbiology, Protein Function, Membranes and Cell Communication, Systems Physiology and Pathology, Marine Mammal Biology.Additional subjects: Physics (1st and 2nd year level), Mathematics (1st and 2nd… Show more Dissertation title: Fitting oxygen balance models to Antarctic fur seal dive dataSupervisor: Prof. Ian Boyd (Sea Mammal Research Unit)Honours modules: Molecular Genetics and Immunology, Human Reproduction and Development, Neuroscience, Pharmacology, Marine and Environmental Microbiology, Protein Function, Membranes and Cell Communication, Systems Physiology and Pathology, Marine Mammal Biology.Additional subjects: Physics (1st and 2nd year level), Mathematics (1st and 2nd year level), Astrononmy (1st year level). Show less

University of York
2005 - 2008Doctor of Philosophy (PhD) BiologyThesis title: Protein folding with L-systems (funded by the BBSRC)Supervisors: Dr. Leo Caves and Prof. Susan StepneyAwarded K. M. Stott Prize for excellence in scientific research.Developed models of protein folding using a complex systems approach and published 3 computer science conference papers in the field of artificial life.
Experience

University of St Andrews
Jun 2005 - Aug 2005Research AssistantModelled the diving behaviour of Antarctic fur seals and contributed to a survey of the grey seal population around the coast of Scotland.

University of York
Jan 2009 - Jun 2009Postdoctoral Research AssociateModelled the control of bud activation using L-systems.

Computational Biology Unit, Uni Computing, Uni Research, Bergen
Jun 2009 - May 2013Postdoctoral ResearcherDevised and conducted data analyses for four major projects and published 5 papers. Analyzed, integrated and visualized large data sets using R. Applied statistical machine learning techniques to reveal patterns in genome-wide data.

Sars International Centre for Marine Molecular Biology
Nov 2013 - May 2018Senior Postdoctoral ResearcherDevised and conducted data analyses and data visualizations on next generation sequencing data to test data-driven hypotheses. Published two papers.

Sonat Consulting AS
Nov 2017 - Jul 2021Partner & Senior ConsultantI apply advanced data analysis techniques to help our customers gain insight into their data and develop artificial intelligence solutions to help them solve problems and provide services, including the monitoring and predictive maintenance of industrial equipment in the marine and power sectors using deep learning.

Octofox
Jul 2021 - nowDirectorWe are an artificial intelligence and machine learning company based in the UK providing consulting services to clients across the world. We help our clients realise business value from their data and gain a competitive advantage with machine learning. Our services include help to establish data and A.I. strategy, identify and prioritise A.I. use cases, set targets and track performance, plan A.I. projects, apply data science & A.I. to business problems, including computer vision, natural language processing, condition monitoring, anomaly detection, recommender systems, back-office automation, customer-facing solutions, optimization, establish data and ML platforms, industrialize A.I. solutions at scale and optimize processess. Show less

SKA Observatory
Aug 2024 - nowData Processing Software EngineerHelping to lay the groundwork for the next generation of radio astronomy data processing.
Licenses & Certifications
- View certificate

Convolutional Neural Networks
CourseraDec 2017 - View certificate

Deep Learning Specialization
CourseraOct 2018 - View certificate

Structuring Machine Learning Projects
CourseraOct 2017 - View certificate

Sequence Models
CourseraOct 2018 - View certificate

Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
CourseraSept 2017 
Neural Networks and Deep Learning
CourseraSept 2017
Honors & Awards
- Awarded to Gemma DanksOne of Norway's 50 leading women in tech 2021 Abelia and ODA-Network Mar 2021 A jury consisting of representatives from the Norwegian tech sector selected Norway's 50 leading women in tech. The 50 leading women in tech were selected based on their key technology-related or technology-promoting role.
Languages
- enEnglish
- swSwedish
- boBokmål, norwegian
- frFrench
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