Austin Fraser Email & Phone Number

Oakland, Ca, Us

United States

A lightweight TypeScript library, designed to automate key MLOps tasks in JS-based servers, developed in partnership with OSLabs. https://mlflow-js.org/• Developed a TypeScript-based library to automate MLOps tasks in JavaScript environments, leveraging TypeScript's static typing for enhanced code reliability, maintainability, and developer productivity, reducing runtime errors during MLOps automation processes.• Optimized for JS-based MLOps automation, allowing seamless integration into existing JS ecosystems like Node servers and front end web applications, empowering teams to manage experiments and log parameters, metrics, and artifacts without needing to switch between languages or platforms, promoting greater consistency, code reusability, and productivity.• Launched a high-performance promotional site for the library using Next.js, leveraging static site generation, server-side rendering, and lazy-loading of Vimeo embeds to improve SEO, load speeds, and video experience.• Integrated a cloud-based MLOps platform’s REST API for direct interaction with MLflow tracking servers, enabling key features like experiment tracking, model registration, and model versioning to be executed in JavaScript, expanding the usability of MLflow in web-based and Javascript-centric workflows.• Implemented object-oriented programming (OOP) principles to create reusable, modular classes for MLOps tasks, enabling flexible, scalable workflows that streamline model management, tracking, and deployment processes.• Developed an automated test suite using Jest for the ExperimentClient and ExperimentManager modules, achieving 95% coverage for reliable release processes and to facilitate future code maintenance and scalability.

United States

AI-powered discovery tool for fashion, art, and interior design• Developed an automated integration testing suite with Supertest for a Node.js application, validating HTTP request/response cycles across multiple endpoints to ensure reliable API functionality and streamline the release process.• Integrated the SpeechRecognition interface of the Web Speech API, allowing users to complete forms by live speech recognition and microphone input for a more accessible UX.

California, United States

Cryptocurrency dashboard• Designed and implemented a REST API with Express to modularize and streamline interactions with multiple crypto data provider APIs, delivering normalized crypto data in a unified server-side architecture for front-end developers, enhancing data consistency.

United States

Virtual drum machine playable in-browser - https://austinbfraser.github.io/react-drum-machine/• Built a highly interactive and responsive musical instrument UI with reusable stateful React components, promoting a uniform and maintainable codebase by creating component abstractions for 11 separate instrument tracks and sequencer patterns.

Emeryville, Ca

• Drove geo expansion for Radio Station ID product into European market by developing critical software enhancements, supporting $50M deal with a major automotive manufacturer• Launched internal software application to track quality metrics on external partner data each quarter, creating vital quantitative insights into product quality• Built new tool and workflow that improved editorial throughput and accuracy, supporting Gracenote’s artist imagery product

Emeryville, California, United States

• Delivered enhancements to external data mapping system resulting in accuracy improvements for Radio Station ID Categories feature, securing deal renewals with major automotive manufacturers

Emeryville, Ca

• Managed 8 internal software tools used by 120 users worldwide for editorial data quality enrichment for 21 music, radio, automotive and video products• Remotely managed Agile sprints for 8-person software development team delivering an average of 33 software objectives into production yearly• Defined tools development priorities supporting Product roadmap each Engineering Program Increment within Scaled Agile framework. Software features delivered through this process helped to secure new deals and directly contributed to contract renewals with existing customers• Monitored issue reports, prioritizing and triaging with technical teams. Drove performance enhancements that resulted in 47% reduction in issue reports