02 / EXPERIMENTS & EXPLORATIONS
A growing collection of things made with intention.
The work starts here.
Aurora.
A little space to check in with yourself.
A cross-platform mental health and wellness app for self-care tracking, journaling, and emotional reflection, with AI-assisted personalized insights.
Flutter
FirebaseDartExplore the engineering
- Flutter and Dart power the cross-platform app experience.
- Firebase Authentication, Cloud Storage, and Firestore support accounts and real-time sync across devices.
- Push notifications deliver mood check-ins, habit reminders, and mindfulness prompts.
- Natural language tools provide personalized wellness insights and coping strategies from user inputs.
MindMetrics-ML.
Connecting everyday patterns to quality of life.
An end-to-end regression pipeline that predicts quality-of-life outcomes from behavioral, lifestyle, mental-health, and device-usage data.
PyTorch
StreamlitPythonExplore the engineering
- Preprocessed and standardized input data with pandas and scikit-learn.
- Trained a PyTorch multilayer perceptron using ReLU, dropout, and Adam optimization.
- Used validation-based checkpointing to select model weights.
- Deployed the model through Streamlit for real-time predictions from user-provided inputs.
From curiosity to implementation.
My work brings together thoughtful interfaces, cloud-backed apps, and practical machine learning. Explore the engineering details above for the decisions and tools behind each build.