Available to hire
I’m a Principal ML Engineer with a strong background in machine learning and cloud infrastructure. I enjoy building scalable systems and working with innovative technologies to optimize workflows and enhance performance. My passion lies in developing robust solutions that can handle complex data challenges and drive impactful results across teams.
Work Experience
Principal ML Engineer at Autodesk
June 1, 2022 - November 3, 2025Lead development of managed training infrastructure, deploying a Metaflow stack now used by 8 ML teams. Built HPC infrastructure on Kubernetes for large-scale generative AI training.
Senior ML Platform Engineer at Course Hero
May 1, 2022 - May 1, 2022Upgraded scaffolding for serving ML model APIs by integrating high-performance Python web frameworks and deployed offline batch inference pipelines. Developed pipelines to process historical data.
MLOps Engineer at Cisco
July 1, 2021 - July 1, 2021Established foundation for model serving and deployment, and implemented Seldon Core for observability and version control. Developed a multi-tenant cluster management framework for distributed computing.
Data Scientist at Cisco
September 1, 2020 - September 1, 2020Developed ML feature store to centralize features and optimized short text classification model. Built backend infrastructure and data pipelines for centralized Snowflake data warehouse.
Software Developer, Investment Analytics at Connor, Clark & Lunn
April 1, 2019 - April 1, 2019Redesigned processes for locating shorts with a robust system for data retrieval and analytics, and maintained features for quantitative models.
Business Intelligence Developer at Progressa
February 1, 2018 - February 1, 2018Assisted in building ML models for customer segmentation and developed BI architecture for automating KPI dashboards.
Data Analyst at LifeLabs
December 1, 2016 - December 1, 2016Established reporting infrastructure and built trackers for environmental metrics using automation tools.
Education
B.Sc. in Environmental Science at Simon Fraser University
September 1, 2008 - October 1, 2014Qualifications
Industry Experience
Computers & Electronics, Professional Services
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