Elane Han

Background

About Elane Han

I am a Computer Science graduate student at the UMass Amherst with a strong background in machine learning, full-stack development, and data engineer. At Rescue Lab UMass Amherst, I led a team to integrate computer vision models into micro-services, aiding law enforcement by automating the analysis of tattoos and criminal activities. My prior experience as a Machine Learning Engineer at Academia Sinica involved enhancing cancer detection through deep learning and developing a pioneering Python tool for single-cell sequencing data. I've worked on innovative projects such as Dream Singer, an AI-generated song cover platform, and a real-time product recognition app in mixed reality, achieving high accuracy and earning the Undergraduate Research Fellowship. My technical/soft skills include: • Programming Languages: C/C++, Java, JavaScript, Python, Swift, C# • Data Management: SQL, NoSQL, R, PyTorch, MongoDB, Redis • Web Development: HTML/CSS, TypeScript, React.js, Node.js, API, Figma • Technology: AWS, Docker, Git, Jira, Kubernetes, PowerShell, Wireshark • Leadership: President of UMass Amherst TSA (Taiwanese Student Association), Founder of MLOps Programmers Base I'm eager to bring my technical expertise, passion for machine learning and software development, and dedication to creating meaningful work to your team. Let's connect!