Working with the Meter- ML Stanford research group focused on developing deep learning models to detect and measure global methane emission infrastructure. Managing the MLOPS process from model design, data pipeline development and scaling deployment to the global level. Ongoing consultation with key stakeholders and scientists. Working under the guidance of Professor Andrew Ng, and Professor Rob Jackson. Successfully developed and deployed a global AI computer vision deep learning… Show more Working with the Meter- ML Stanford research group focused on developing deep learning models to detect and measure global methane emission infrastructure. Managing the MLOPS process from model design, data pipeline development and scaling deployment to the global level. Ongoing consultation with key stakeholders and scientists. Working under the guidance of Professor Andrew Ng, and Professor Rob Jackson. Successfully developed and deployed a global AI computer vision deep learning detection model to build the first ever global landfill and waste database for our client Carbon Mapper. The landfill data was used to task the new Tanager satellite jointly managed by Carbon Mapper and Planet.com Show less

Founder of Livingwork Analytics and worked as the director of data science and research. Successfully developed advanced statistical modelling that have made use of machine learning to measure and quantify complexity for organizational decision making that have impacted decisions over several billions of dollars and affected the lives of thousands of workers. Outputs include:1) Green Jobs labour market modelling estimation using NLP classification on millions of detailed Occupational… Show more Founder of Livingwork Analytics and worked as the director of data science and research. Successfully developed advanced statistical modelling that have made use of machine learning to measure and quantify complexity for organizational decision making that have impacted decisions over several billions of dollars and affected the lives of thousands of workers. Outputs include:1) Green Jobs labour market modelling estimation using NLP classification on millions of detailed Occupational job postings. Using the results to create a concordance with standardized occupational codes to produce final estimates of green jobs. 2) Created a research tool using dimensional data reduction and hierarchical cluster analysis to provide a profile of 160 northern communities based upon census data. This research was then used to recommend policy changes and human resource decision making for the Royal Canadian Mounted Police (RCMP). Also provided analytical support for negotiators at Nelligan Law to successfully bargain the first ever collective agreement between the RCMP and their union.3) Designed a multivariate model to quantify the risks within the Healthcare industry for Nursing work. Used a large detailed data set with data reduction using factor analysis. Performed both cluster analysis and discriminant analysis to build a model for risk assessment from both physical and mental exposure. Worked with a large academic team based out of York University's leading heath research center and was the group leader on data science Show less

Data Scientist/ Senior Economist- Main responsibilities included survey design, development and implementation of several large data processing and analysis systems. Worked extensively with data scientists, systems development, regional operations, and business register work groups. Served as a lead designer in Generalized data processing systems for several large national surveys. Included automated sampling, computer aided data capture, unsupervised machine learning edit and imputation… Show more Data Scientist/ Senior Economist- Main responsibilities included survey design, development and implementation of several large data processing and analysis systems. Worked extensively with data scientists, systems development, regional operations, and business register work groups. Served as a lead designer in Generalized data processing systems for several large national surveys. Included automated sampling, computer aided data capture, unsupervised machine learning edit and imputation system, automated weighting and estimation process, and a customizable reporting procedure. Also served as an adviser, wrote reports, letters and other communication for senior management. Consulted and advised academics and policy analysts on assigned research projects and papers. Show less

Worked alongside the mediators within the Federal Mediation and Conciliation Service as a researcher on the subject of labour relations and workplace change. Worked with HR professionals and Labour representatives from large organizations that included the CBC, Bell Canada, CN, CPR, and Canada Post. Organized a large conference on the subject of workplace change.