Bryce is a Data Scientist/Machine Learning Engineer who accelerates innovation through data design and integration in delivering solutions for clients. With 5+ years of experience in Data Science, Data Engineering, Machine Learning, Data Analytics, Python, and GCP, he is passionate about creating innovative and impactful technological solutions for businesses in various sectors such as fintech and eCommerce. As a data expert, Bryce oversees production implementation and validation of data science and machine learning solutions using a combination of techniques and methods to drive deployments. He builds, trains, and draws inferences and handles the release of pipelines within the tenets of industry standards on projects.
Delivering data warehouse and ETL solutions as part of an agile team using advanced ML techniques to improve performance and processes.
Helping build and improve infrastructure, application and performance development, and ensuring tight security including data encryption, security groups, and environment scanning.
Ensuring high-quality deliverables and implementing DevOps and security best practices in fast-paced environments.
Led the Data Engineering team to build and maintain a modern data infrastructure and to help business owners make data-driven decisions.
Developed custom data connectors and designed layered BI transformations to facilitate data usage.
Coordinated efforts to build a modern data infrastructure, including an ELT datalake and data warehouse, and acted as primary support for the Data Science team.
Developed the Google Keyword Bidding model on the ManoMano platform, creating data pipelines to connect the Google AdWords API and establishing a list of keywords relative to the business and a bidding algorithm to drive marketing campaigns. Improved the solution efficiency from 10K a month with 0.97 profitability to 10K a day with 0.90 profitability.
Worked on the complete rewrite of a 5-year-old algorithm, delivering a scalable algorithm capable of computing features on the project. Added new features that led to a 20% uplift in the Machine Learning metric on the algorithm.
Handled full-stack solutions for NowLedge, a React.js-based SPA that allows users to upload digital documents (PDF) and take notes efficiently on the go. The app displays highlights to users on a nice wall with highlighted text and user notes in a bullet-point format.
Education
MSc (Hons.) Computer Science and Software Engineering
