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Lea Goetz
,
, United Kingdom
Experience
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United Kingdom
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Language
English
Fluently
My experience
2018 - 2019
job
Sabbatical
Sabbatical.
for self-study & travel. Projects include
• Object-oriented Java framework for 2-player board games (using various Monte Carlo tree search algorithms)
• Explorative analysis of Human Freedom Index data using Regression, Variable Selection (LARS, Random Forest), PCA
• Stan/ TensorFlow Jupyter Notebook tutorial for Latent Variable Models (PCA, probabilistic PCA, Factor Analysis)
• Object-oriented Java framework for 2-player board games (using various Monte Carlo tree search algorithms)
• Explorative analysis of Human Freedom Index data using Regression, Variable Selection (LARS, Random Forest), PCA
• Stan/ TensorFlow Jupyter Notebook tutorial for Latent Variable Models (PCA, probabilistic PCA, Factor Analysis)
Java, Tensorflow, Algorithms, Search, Framework
2016 - 2018
job
Open Source ML Mentor & Community Manager
Shogun.ML.
Feb 2016 - Oct 2018 Shogun.ML Open Source ML library
• Mentored Google Summer of Code student predictive analytics project, applying Shogun's ML tools to database of
4000+ patient-level electronic medical records to predict intensive care unit length of stay and patient mortality
• Secured permanent funding (NumFOCUS), managed GSoC students, oversaw documentation and code peer-review
• Mentored Google Summer of Code student predictive analytics project, applying Shogun's ML tools to database of
4000+ patient-level electronic medical records to predict intensive care unit length of stay and patient mortality
• Secured permanent funding (NumFOCUS), managed GSoC students, oversaw documentation and code peer-review
Database, Mentor, Analytics, Predictive Analytics, Open source, Community, Google, Manager
2014 - 2016
job
Project Lead & Tutor
UCL Graduate School.
• Trained 150+ graduate students in programming, statistical data analysis, applied ML and data visualisation, and provided technical support for small student projects, receiving outstanding departmental evaluations
• Recruited and led team of 11 tutors and developed curriculum (Pandas/ Numpy/ SciPy/ Matplotlib/ Scikit-learn)
• Recruited and led team of 11 tutors and developed curriculum (Pandas/ Numpy/ SciPy/ Matplotlib/ Scikit-learn)
Data Analysis, Support, LED
My education
University College London
Doctorate, Computational Neuroscience
Doctorate, Computational Neuroscience
Trinity College
N/a, Maths
N/a, Maths
UCL Graduate School
N/a, N/a
N/a, N/a
University of Cambridge
Bachelors, Natural Sciences
Bachelors, Natural Sciences
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