Work history, education, and certifications.
Designed and developed a NestJS-based monolithic backend grounded in Domain-Driven Design (DDD), implementing JWT authentication/authorization, DTO/Pipe validation, and global exception handling. Deployed and operated the service on AWS (EC2/ECS) with ALB and HTTPS, resolved CORS/network issues, and collaborated with frontend engineers to define API contracts and ensure reliable integration.
Developed a .NET Umbraco CMS–based website with custom content and backend functionality.
Learned fundamental programming languages, data structures, and computer systems.
Studied large-scale data mining algorithms such as PCY, Multistage Hash, Multihash, and Apriori, and gained hands-on project experience by developing a Market Basket Model based on market analysis.
Designed and implemented AI agents with persistent memory using MongoDB, enabling multi-step task execution and tool invocation.
Built retrieval-augmented generation applications with stateful conversation management on top of MongoDB.