Callum Curtis Email & Phone Number

Vancouver, Bc, Ca

Toronto, Ontario, Canada

Kanata, Ontario, Canada

Building unsupervised machine learning models and managing data to detect threats within customers’ cloud systems.• Traced erroneous output from an inference pipeline involving hundreds of millions of events and multiple steps, addressing the root cause and protecting the integrity of data used by downstream services.• Collaborated cross-functionally with researchers to productionize prototypes using Apache Spark.• Owned the development and design of an internal cost monitoring platform, quickly learning and applying Apache Airflow for orchestration, Pulumi for infrastructure as code, and Polars for efficient single-node processing.

Victoria, British Columbia, Canada

Contributed to full-stack web applications for real-time collection, analysis, and visualization of data from sensors aboard recreational, industrial, and government ships.• Responsible for constructing an additional sensor integration end-to-end, including documentation, testing, deployment, and design, earning multiple contracts and delivering the feature to all existing customers.• Maintained and evolved frontend views using React and TypeScript, presenting alternatives alongside trade-offs and iteratively implementing feedback from product managers and designers.• Designed and implemented RESTful APIs for managing integrations with sensors using Node.js and TypeScript.• Established continuous delivery processes using GitHub Action workflows, automatically updating changelogs, bumping version numbers, building services, and staging services for deployment to production.

Cochrane, Alberta, Canada

• Iteratively optimized an extract, transform, and load (ETL) job in Python that prepared data from embedded devices for analysis, reducing mean batch processing time by more than five hours – a 40% improvement.• Developed data analytics services in Python that performed batch processing on ETL results, producing high-level reports for decision-makers and enriched views for developers and quality assurance.• Received maximum performance ratings for commitment to quality and ability to handle ambiguity and complexity.