Nathan Smith

Nathan Smith Email and Phone Number

Data Science Manager @ TerraSense Analytics
Squamish, BC, CA
Nathan Smith's Location
Squamish, British Columbia, Canada, Canada
Nathan Smith's Contact Details
About Nathan Smith

Data Scientist / Machine Learning Engineer currently working with the TerraSense Team on edge computer vision applications to support mission intelligence. Experience in leading teams to find solutions and working with stakeholders to understand project requirements and communicate results. Skill set in data management and wrangling, statistical analysis, machine learning / deep learning, and data communication. Always interested to learn and apply new approaches and technologies to solve problems.Previous experience includes a career as a senior water resource engineer leading multi-discipline teams. The role included guiding and managing large sensor based data collection programs to develop analyses supporting design and business decisions. In-house analysis and visualization applications were also developed to automate the growing volume of data collected on projects and provide interactive tools to better communicate results.A collection of project posts can also be found at https://www.nathan-smith.net/

Nathan Smith's Current Company Details
TerraSense Analytics

Terrasense Analytics

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Data Science Manager
Squamish, BC, CA
Nathan Smith Work Experience Details
  • Terrasense Analytics
    Data Science Manager
    Terrasense Analytics
    Squamish, Bc, Ca
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  • Terrasense Analytics
    Data Science And Machine Learning Team Lead
    Terrasense Analytics
    Squamish, Bc, Ca
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  • Terrasense Analytics Ltd
    Data Scientist
    Terrasense Analytics Ltd Oct 2021 - Present
    British Columbia, Canada
    Development of novel deep learning computer vision applications to support missions intelligence using PyTorch, ONNX, and TensorRT. Computer vision applications include image classification, object detection, and instance segmentation. Deployment of applications to edge devices using NVIDIA Deepstream.Data engineering including the design of data models and pipelines supporting data ingestion, transformation, and data labelling for dataset generation of various sensor modalities.Leading the multi-discipline data team in an agile approach to meet product objectives. Driving communication and collaboration with product, software and management.
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  • Knight Piesold
    Senior Engineer (P.Eng)
    Knight Piesold Mar 2009 - Oct 2021
    Vancouver, Bc
    Data collection and management of large data collection programs with projects consisting of up to 50 stream gauges and multi-year timelines.Applications developed to reduce time spent on data processing, improve quality control of analyses, and better communicate results and uncertainties to project teams and clients.Interactive data visualization and analysis applications built in R and Python.Technical support and user interface feedback for software development teams working on in-house data management software.Time series modelling, extreme value analysis, and long-term synthetic data generation using statistical and machine learning techniques.Analysis of energy and hydrometric data to support financial modelling, project design, and permitting requirements.Managed multi-year projects with annual budgets of up to $1M. Budget and schedule control, client communication, multi-discipline team management of up to 10 staff, technical reviews, and mentoring of junior staff.
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  • Urban Data Lab
    Data Scientist - Master Of Data Science Capstone
    Urban Data Lab May 2021 - Jun 2021
    Vancouver, British Columbia, Canada
    Developed a near real-time anomaly detection approach for building sensors using open-source software with InfluxDB and applied the approach using a test InfluxDB environment with Docker.Implemented a long short-term memory (LSTM) recurrent neural network with an encoder-decoder architecture model framework using Keras with TensorFlow.Used built-in InfluxDB functionality to provide a dashboard and notification system for anomalous detected data.
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  • Golder Associates
    Water Resources Engineer (Eit)
    Golder Associates May 2008 - Oct 2008
    Burnaby, Bc
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Nathan Smith Skills

Water Resources Hydrology Water Hydraulics Mining Modeling Project Management Environmental Impact Assessment Stormwater Management Drainage

Nathan Smith Education Details

Frequently Asked Questions about Nathan Smith

What company does Nathan Smith work for?

Nathan Smith works for Terrasense Analytics

What is Nathan Smith's role at the current company?

Nathan Smith's current role is Data Science Manager.

What is Nathan Smith's email address?

Nathan Smith's email address is ns****@****old.com

What schools did Nathan Smith attend?

Nathan Smith attended The University Of British Columbia, The University Of British Columbia.

What skills is Nathan Smith known for?

Nathan Smith has skills like Water Resources, Hydrology, Water, Hydraulics, Mining, Modeling, Project Management, Environmental Impact Assessment, Stormwater Management, Drainage.

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