Personal Information
Organization / Workplace
Portland, Oregon Area United States
Occupation
Senior Developer at CrowdStreet, Machine Learning enthusiast
Industry
Technology / Software / Internet
About
Machine Learning Experience
• Used Convolutional Neural Networks for image classification (solar roof identification)
• Used Natural Language Processing and State Vector Machines to determine user behaviour
• Used classical Neural Networks for time series prediction
• M.Sc. Thesis on "Development of Biomimetic Control Strategies for the Optimal Use
of Renewable Sources and Energy Storage Systems" includes concepts of Neural Networks and Genetic Algorithms
Software Development Experience
• Strong programming skills in Python and Django demonstrated in conference contributions
• Strong knowledge in REST API development
• Solid experience with the Python ecosystem and tools (e.g. CI, fabric...
Tags
python
django
neural networks
machine learning
rest
data science
perceptron
data
portland
maps
api
queries
geodata
geodjango
geospatial
wheel
pypi
pip
create
packages
java script
angularjs
introduction
programming
beginners
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Presentations
(7)Likes
(1)Spark tutorial pycon 2016 part 1
David Taieb
•
7 years ago
Personal Information
Organization / Workplace
Portland, Oregon Area United States
Occupation
Senior Developer at CrowdStreet, Machine Learning enthusiast
Industry
Technology / Software / Internet
About
Machine Learning Experience
• Used Convolutional Neural Networks for image classification (solar roof identification)
• Used Natural Language Processing and State Vector Machines to determine user behaviour
• Used classical Neural Networks for time series prediction
• M.Sc. Thesis on "Development of Biomimetic Control Strategies for the Optimal Use
of Renewable Sources and Energy Storage Systems" includes concepts of Neural Networks and Genetic Algorithms
Software Development Experience
• Strong programming skills in Python and Django demonstrated in conference contributions
• Strong knowledge in REST API development
• Solid experience with the Python ecosystem and tools (e.g. CI, fabric...
Tags
python
django
neural networks
machine learning
rest
data science
perceptron
data
portland
maps
api
queries
geodata
geodjango
geospatial
wheel
pypi
pip
create
packages
java script
angularjs
introduction
programming
beginners
See more