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Minty Lin

Minty Lin

Full Stack Developer | Bioinformatics SDE

Technology / Internet

Vancouver, Metro Vancouver Regional District

Social

Services offered

  • 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
Bioinformatics developer
Backend optimization
Database management
Chatbot development
Ai/ml integration
Cloud deployment
Full-stack developer
Approximate rate: CAD$ 35 per hour

Experience

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% 

 

Education

Georgia Institute of Technology | Master of Computer Science | GPA: 4.0/4.0
Boston University | Master of Bioinformatics | GPA: 3.91/4.0 
 

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