Bree

Machine Learning Engineer

• Design, develop, and deploy end-to-end machine learning pipelines, ensuring efficiency in training, validation, and inference.
• Implement MLOps best practices, including CI/CD for ML models, model versioning, monitoring, and retraining strategies.
• Optimize ML models using feature engineering, hyperparameter tuning, and scalable inference techniques.
• Work with structured and unstructured data, leveraging Pandas, NumPy, and SQL for efficient data manipulation.
• Apply machine learning design patterns to build modular, reusable, and production-ready models.
• Collaborate with data engineers to develop high-performance data pipelines for training and inference.
• Deploy and manage models on cloud platforms (AWS, GCP, Azure) with containerization and orchestration tools like Docker and Kubernetes.
• Maintain model performance by implementing continuous monitoring, bias detection, and explainability techniques.

Software Engineer, Machine Learning Co-op

Backend Engineer

• Lead the architectural evolution of our serverless backend systems, focusing on scalability, maintainability, and developer experience.
• Refactor and modernize our existing Lambda-based microservices architecture to establish patterns that maximize AI tool effectiveness.
• Design and implement robust data pipelines and payment processing systems across multiple providers.
• Champion best practices for AI-native development, creating patterns and abstractions that enable rapid iteration with tools like Cursor and Claude Code.
• Collaborate with infrastructure engineers to optimize our AWS-based architecture using Infrastructure as Code.
• Drive the consolidation and standardization of our data layer across Supabase, Firebase, and legacy systems.

Software Engineer, Backend

Full-stack Engineer

• Ship full-stack features end-to-end: product discovery, scoping, implementation, and release.
• Work across a TypeScript/Node serverless stack (AWS Lambda, API Gateway, SQS) and React Native frontends.
• Make pragmatic calls in ambiguous situations; unblock yourself and others without waiting on perfect specs.
• Instrument what you ship (logging, metrics, alerts) and add tests to keep releases stable.
• Improve existing surfaces: refactor opportunistically, pay down tech debt without slowing delivery.
• Collaborate tightly with design and product on customer-visible outcomes, not theoretical elegance.

Software Engineer – Product, Mobile, Full-Stack Co-op

Engineering Manager

• Lead our engineering team through our next phase of growth
• Own engineering execution across a modern Typescript stack
• Stabilize, manage, scale, and ship

Software Engineer, Machine Learning Co-op

Software Engineer, Backend

Software Engineer – Product, Mobile, Full-Stack Co-op

Head of Engineering