| Year | Project | Built with | Link |
|---|---|---|---|
| 2026 | Visual Similarity Search End-to-end visual retrieval system: CLIP ViT-B/32 fine-tuned with LoRA, served via FastAPI, indexed with FAISS. AUC 0.925, MAP@10 0.71. Deployed on Hugging Face Spaces with GitHub Actions CI/CD. | PythonPyTorchCLIPLoRAFAISSFastAPIDocker | |
| 2026 | Personal Portfolio Full-stack portfolio site built with Next.js and Spring Boot, deployed to AWS EC2. Implemented dev/prod environment separation, startup-time data caching, global exception handling, and environment-variable-based CORS configuration. | Next.jsSpring BootTypeScriptAWS EC2Tailwind CSS | |
| 2026 | AI Fact Checking System Climate fact-checking pipeline: BM25 retrieval over 100k corpus, Bi-Encoder reranker trained with InfoNCE + hard negatives, Co-Attention verifier for 3-way classification. Built without pretrained models. | PythonPyTorchTransformerInfoNCEBM25Word2Vec | |
| 2024 | Glucope - Diabetic Patient Management A web-based patient management application supporting daily workflows for patients and clinicians, deployed to Azure and AWS. | Node.jsExpressJavaScriptHandlebarsMongoDBAzureAWSGitHub Actions | |
| 2024 | Microservices Shopping Backend E-commerce backend built with four .NET Core microservices including Catalog, Basket, Discount, and Ordering, connected via RabbitMQ event-driven architecture with Redis caching. | .NET CorePostgreSQLRedisRabbitMQEF CoreDocker |
2026
End-to-end visual retrieval system: CLIP ViT-B/32 fine-tuned with LoRA, served via FastAPI, indexed with FAISS. AUC 0.925, MAP@10 0.71. Deployed on Hugging Face Spaces with GitHub Actions CI/CD.
2026
Full-stack portfolio site built with Next.js and Spring Boot, deployed to AWS EC2. Implemented dev/prod environment separation, startup-time data caching, global exception handling, and environment-variable-based CORS configuration.
2026
Climate fact-checking pipeline: BM25 retrieval over 100k corpus, Bi-Encoder reranker trained with InfoNCE + hard negatives, Co-Attention verifier for 3-way classification. Built without pretrained models.
2024
A web-based patient management application supporting daily workflows for patients and clinicians, deployed to Azure and AWS.