A few end-to-end builds with clear goals, lean execution, and measurable impact.
Triance
Health & fitness tracking platform covering strength, mobility, and cardio.
- Created and drove the vision to help individuals track and improve physical health across strength, mobility, and cardio
- Designed and built the entire backend (FastAPI, SQLAlchemy, RDS) and frontend (React) from scratch, deployed to production on EC2 with Nginx
- Implemented secure user authentication, customizable exercises and workout creation and logging, dynamic editing, and categorized analytics
- Automated EC2-RDS snapshots and deployment, CloudWatch-based monitoring, and an operational dashboard to track deployment health and developer metrics
Resonote
Reading, Reflection, and Knowledge Graph tool to help modularize and automate content consumption
- Designed a full stack application and backend pipeline to streamline content overwhelm and promote retention through procedural reading, tagging, and reflection
- Built article ingestion pipelines for customizable sources such as Guardian/Reddit, with NLP-based tagging, clustering, and reflection prompting (Flask + MySQL + HuggingFace transformers).
- Focused on modularizing indexing, ingestion, curation and reflection for any general use
- Implemented a force-directed knowledge graph in React to visualize learning and knowledge areas
MathTutor
Adaptive Math Learning & Problem Generator Service
- Developed a preliminary educational tool that classifies problem difficulty and generates custom practice questions using structured LLM prompts
- Designed problem routing logic and classification flow for adaptive practice. Working on leveraging this into a dynamic and complete curriculum generation
- Worked with another software developer/business owner to build the tool