Founder And Data Scientist
Kōtare Ai And Data Solutions
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Sam Davidson Email & Phone Number
Founder and Data Scientist
at
Kōtare AI and Data Solutions
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Current company
Role
Founder and Data Scientist
Location
Christchurch Metropolitan Area, New Zealand, New Zealand
Who is Sam Davidson? Overview
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Sam Davidson is listed as Founder and Data Scientist at Kōtare AI and Data Solutions, based in Christchurch Metropolitan Area, New Zealand, New Zealand. AeroLeads shows a matched LinkedIn profile for Sam Davidson.
Sam Davidson previously worked as Data Scientist at Scion and Junior Data Scientist at Orbica. Sam Davidson holds Masters, Applied Data Science, Distinction from University Of Canterbury.
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Kōtare AI and Data Solutions
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Profile bio
About Sam Davidson
Ōtautahi based advocate for people and planetary wellbeing. Degrowth, social tipping points and paradigm shift advocate. Vegetable grower. 5+ years in AI, forestry and biotechnology government research. Currently, I like to use my AI or research skills to develop tools or solutions in areas I’m passionate about. Experienced in research, presenting, automated image processing, automated rapid document processing, tabular data, signal data, deep learning, and machine learning.Toitū te TiritiIn the past, I have used photography to gain more connection with nature, and show my appreciation with it https://samdavidson13.myportfolio.com/work
Listed skills include Microsoft Office, Problem Solving, Statistics, Mandarin, and 42 others.
Current workplace
Sam Davidson's current company
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8 roles
Sam Davidson work experience
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Data Scientist
Current
Nov 2019 - Present
Junior Data Scientist
Research, development and consulting in the field of computer vision.Tree detection in aerial imagery using CNNs for object detection, semantic segmentation and instance segmentation.Buildings and water detection in VHR aerial imagery using CNNs.Antarctica pond segmentation using a machine model.Semi-automatic training data generation for semantic.
Mar 2019 - Sep 2019
Data Science Intern
Orbica
At Orbica I worked on my DATA601 Applied Data Science project: High-Country Ground Cover Segmentation in Historical Imagery. Here I used image pre-processing techniques, created millions of pixels worth of training data, performed variable selection, model selection, trained machine learning classifiers, classified a variety of images, and implemented.
Nov 2018 - Feb 2019
Deep Learning Semantic Segmentation Project
In my own time I worked on a deep learning project to perform semantic segmentation of road vs non-road in high-resolution aerial photography. I used a U-net architecture in Python using Keras, Numpy and Tensorflow. Data augmentation was performed as pre-processing. Only 43 images were available to be used for training and I produced good road segmentation.
Nov 2018 - Dec 2018
Grocery Assistant
2-3 shifts per week working as a grocery assistant while studying towards my Bachelors and Masters degrees. This involved keeping the shelves and displays full and tidy, open communication with managers and team members, and training and guiding, and motivating less experienced grocery assistants.
Feb 2014 - Nov 2018
Summer Intern
At Manaaki Whenua, I completed a 400 hour internship in the Wildlife Ecology Management team. My work consisted of a literature review and meta-analysis of pest detection probabilities for a range of New Zealand pests under different environmental conditions. I also taught myself how to use R package 'SECR' for spatially-explicit capture-recapture.
Nov 2017 - Feb 2018
Ncea Maths Tutor
Private Tutoring
1 on 1 Tutoring NCEA mathematics
Feb 2015 - Nov 2015
3 education records
Sam Davidson education
Masters, Applied Data Science, Distinction
Bachelor Of Science (B.Sc.), Statistics And Economics, A
Ncea Lvl 1,2 Excellence, Lvl 3 With Merit Endorsement, Commerce, English, Economics, Mathematics, Physical Eduation, Japanese
Shirley Boys' High School
FAQ
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What company does Sam Davidson work for?
Sam Davidson works for Kōtare AI and Data Solutions.
What is Sam Davidson's role at Kōtare AI and Data Solutions?
Sam Davidson is listed as Founder and Data Scientist at Kōtare AI and Data Solutions.
Where is Sam Davidson based?
Sam Davidson is based in Christchurch Metropolitan Area, New Zealand, New Zealand while working with Kōtare AI and Data Solutions.
What companies has Sam Davidson worked for?
Sam Davidson has worked for Kōtare Ai And Data Solutions, Scion, Orbica, Pak'Nsave, and Manaaki Whenua - Landcare Research.
How can I contact Sam Davidson?
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What schools did Sam Davidson attend?
Sam Davidson holds Masters, Applied Data Science, Distinction from University Of Canterbury.
What skills is Sam Davidson known for?
Sam Davidson is listed with skills including Microsoft Office, Problem Solving, Statistics, Mandarin, Research, Microsoft Word, Microsoft Excel, and Tutoring.
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