Data Property System
A scalable property data management platform designed for real estate analytics and valuation workflows.
Java 17, Spring Boot, Maven, EC2, RDS, Postgres, React, Docker, Jenkins
- Built a layered Java Spring Boot REST API with JPA, supporting scalable data management and business logic separation.
- The React-based frontend provides a responsive and user-friendly interface for data interaction.
- Deployment is containerized and automated using Docker and Jenkins on Amazon Web Services EC2 for continuous delivery.
- Future enhancements may include additional property attributes and machine learning-based valuation improvements.
Paraphraser
Conducted a research project on AI summarization by fine-tuning the BART-base model on the CNN Daily Mail dataset and evaluating performance using standard NLP metrics on test samples.
Python, Hugging Face, PyTorch, Flask, Jenkins, Docker, EC2
- Fine-tuned the BART-base model on the CNN/Daily Mail dataset for text summarization with Hugging Face’s Trainer API.
- Evaluated model performance using Comet, Bert, and Rouge NLP metrics.
- Developed a Flask web app to serve the model and display evaluation metrics interactively.
- Increased summarization accuracy by over 12% compared to baseline.
Book Smith
A scalable microservice-based platform for buying and renting books.
Python, Go, Django, Postgres, Jenkins, Docker, React, EC2, RDS
- Developed a microservice-based eCommerce platform for buying and renting books.
- Built authentication services in Django and implemented shopping cart/buying logic in Go.
- Deployed services on AWS EC2 behind a load balancer to support scalability.
- Future enhancements may include integrated social features for user interaction, creating a book-focused social media experience.