PROJECTS
Specialty coffee can be hard to navigate and explore. BeanieGenie is designed to help users navigate complex flavor profiles and manage orders. It aims to simplify choosing the right coffee by identifying flavor patterns and roasters that fit your taste buds while enabling you to make orders in time to maintain freshness, preventing gaps in coffee availability.
This GitHub repository provides tools for managing machine learning (ML) projects, covering data ingestion, model training, and performance monitoring. It follows an ELT approach to process and transform raw data. The repository includes a built-in command-line interface (CLI) for managing data, running experiments, and handling project builds.
The AI4XRAY project focused on providing second opinions to clinicians studying x-rays, benefiting junior doctors and resource-limited clinics. Key engineering efforts included ingesting and extracting 1.5M DICOM images, creating a custom annotation suite, and managing model training, tracking, and deployment.
AI4XRAY@Unumed
As a seasoned ML Engineer with a strong foundation in data engineering and software development, I offer end-to-end consultancy services to help your team navigate complex challenges and deliver cutting-edge solutions.
My expertise goes beyond just implementing machine learning models. I specialize in building robust data pipelines, integrating state-of-the-art ML solutions, and—crucially—choosing the right tools for your specific needs. Tooling decisions are often overlooked, yet they can make or break the efficiency of your development process. I help you avoid the costly pitfalls of mismatched tools, ensuring seamless scalability and future-proof architecture.
By partnering with me, you'll gain access to a consultancy service that balances short-term project goals with long-term growth potential. I ensure that your team has the right technology in place from the outset, saving you from wasted development hours and the frustration of working with unsuitable tools. Whether it's optimizing data workflows or scaling your machine learning operations, my tailored approach will ensure that your project is completed with precision and your developers stay productive and satisfied. Let’s make sure your next data-driven product is not only built to succeed but also equipped to scale effortlessly.