Minty Lin

• Full-stack web development (React, Django, Spring Boot)
• AI/ML integration and chatbot development using LangChain and LLMs
• Bioinformatics pipeline development and data analysis
• Backend optimization and high-concurrency system design
• Cloud deployment and containerization (Docker, AWS, Kubernetes)
• Database design and management (PostgreSQL, MongoDB, MySQL)
• Distributed systems and file system development using gRPC
• Research software development for genomics and medical data analysis

Boston University | Postdoctoral Associate Jan 2022 - Present

• Built a web-based visualization tool using React, Django and MongoDB for data correlation analysis, processing genomic data and reducing analysis time by 65%
• Designed and implemented microservices architecture for data processing pipelines using Docker containers, scaling to handle 20+ concurrent research workflows
• Developed custom RESTful APIs with 95% test coverage, enabling 10 research teams to integrate frontend components with backend services

EverThink Tech, China | Software Engineer (Remote, Part-time) Dec 2023 - May 2024

• Deployed a local LLM model using Ollama and trained an agent via LangChain with vector database integration, resolving over 75% of customer support inquiries and reducing response time by 85%
• Optimized Spring Boot backend by developing an RPC-based API endpoint, reducing server response latency by over 90% in high-concurrency scenarios handling 500+ concurrent requests
• Migrated customer support frontend from vanilla JavaScript to React with Redux/Hooks, improving data handling efficiency by 40% and decreasing page load time by 60%

Georgia Institute of Technology | Master of Computer Science | GPA: 4.0/4.0

Boston University | Master of Bioinformatics | GPA: 3.91/4.0