Client Work & Case Studies
Selected systems I’ve designed and built, focused on databases, internal tools, and automation.

MSA Consulting Internal Project System
2025
Designed and built a PostgreSQL-backed system for project tracking, agency submittals, and workload visibility using ...

AI Student Collective Website
2025
Contributed to a production website, improving UX and functionality.

Assignment Tool Generator
2024
Flask app using RAG to dynamically generate assignments.

CSE Website Development
2024
Improved responsiveness and shipped an interactive countdown feature.

Skibbidi-Gyattcycle
2025
Interactive visualization of 260,000+ bike rides with map and trend exploration.

We Crunched the Numbers: You Might Be Falling Apart (Or Not)
2025
Interactive data storytelling exploring fictional health trends across demographics.

Hawaiian Tesseract OCR Integration
2025
Tesseract OCR training and integration for Hawaiian text recognition.

Language Preservation Lab
2023
Processed large-scale language data and applied NLP for Hawaiian modeling.

Language Acquisition Lab
2023
Speech-to-text experiments with Whisper and evaluation.

Hotel Reviews Sentiment Analysis
2025
NLP sentiment analysis with actionable insights.

Weather Project
2025
Interactive Node.js app for real-time weather with dynamic visuals.

Vehicle Type Recognition
2024
ML classifier for vehicle type recognition with strong accuracy.

US Power Outage Analysis
2024
Predicted outage duration and analyzed regional and climate factors.

Ifoods Marketing Data Analysis
2023
EDA and predictive modeling on customer behavior and spending patterns.

ENVISION Embedded Systems
2023
ESP32 embedded builds including IR sensor and Bluetooth speaker.

Spotify Data Analysis
2022
Explored genre trends and correlations in music consumption.

Car Price Analysis
2022
Predictive modeling of car pricing trends.