Projects

Things I’ve built

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Multi-agent cloud deployer

CSCE 412 · 2026

A Planner, Site Builder, Deployer, Validator and Diagnoser coordinate over a message bus to deploy this site to S3 + CloudFront, verify HTTPS and origin security, and recover from injected failures with human approval.

  • Python
  • boto3
  • OpenAI-compatible API
  • AWS

Naval Compliance Dashboard

Senior capstone · 2026

An AI compliance copilot combining an LLM agent and a knowledge graph, delivered as a dashboard for compliance teams.

  • LLM agent
  • Knowledge graph
  • Dashboard

Mai-Shan-Yun Vision

2025

A Streamlit dashboard that uses a Prophet time-series model to forecast ingredient demand and supply for a restaurant.

  • Python
  • Prophet
  • Streamlit

Clinical note classifier

CSCE 421 · Machine Learning

Fine-tuned Bio_ClinicalBERT to classify ICD-codable sentences in MIMIC-III clinical notes (team project).

  • PyTorch
  • Transformers
  • NLP

Bubble tea POS system

Software Engineering

A point-of-sale system with bilingual and accessibility features for staff and customers.

  • Full-stack
  • Accessibility
  • i18n

Parallel sorting study

CSCE 435 · Parallel Computing

Implemented and benchmarked MPI merge sort on TAMU’s Grace HPC cluster as part of a team comparison of parallel sorting algorithms.

  • C++
  • MPI
  • SLURM

Load balancer simulation

CSCE 412

A C++ simulation of a load balancer that dynamically allocates web servers as request queues change.

  • C++
  • Simulation

Two-node K3s cluster

CSCE 412

Stood up a two-node K3s Kubernetes cluster on AWS after building a local k3d reference environment.

  • Kubernetes
  • AWS
  • Linux