Projects
Projects showcasing full-stack development, cloud deployment, and scalable system design.
ForgeVitaHQ
A scalable fitness management platform designed for personalized nutrition and workout plans, meaningful goals, and progress tracking
Python, FastAPI, React, TypeScript, PostgreSQL, Docker, Terraform, Ansible, GitHub Actions, Nginx, SonarQube
- Developing a full-stack fitness management platform with FastAPI, React/TypeScript, and a PostgreSQL database.
- Implemented user registration, authentication, JWT-based authorization, and protected API endpoints using FastAPI.
- Designed and implemented an N-tier backend architecture with separate controller, service, repository, DTO, and model layers.
- Provisioned and configured cloud infrastructure using Terraform and Ansible, deploying containerized application services with Docker and Nginx through CI/CD with GitHub Actions for automated testing and SonarQube for code quality analysis.
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.