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Lu Phone Maw

06Projects

Work

Everything I've written up so far. Filter by area, or open any project for the full case study.

6 projects · sorted by emphasis

Showing 6 of 6 projects in all categories

  1. 01

    Knowbase AIIn development

    Ask questions of your own documents and get answers that point to the exact passage — or an honest “that’s not in here”.

    Stack

    • Next.js
    • TypeScript
    • Python/FastAPI
    • PostgreSQL/pgvector
    • Google Gemini

    AI Systems · Backend Engineering

  2. 02

    TalkToData

    Upload a spreadsheet, ask a question in plain English, and get numbers and charts computed by Python rather than guessed by a model.

    Stack

    • Next.js
    • TypeScript
    • Python/FastAPI
    • OpenAI Agents SDK
    • Pandas
    • Supabase
    • Google Gemini

    AI Systems · Full-Stack

  3. 03

    Pneumonia Detection

    A chest X-ray classifier trained and tested on held-out images, with Grad-CAM to show what it looked at. Educational, not diagnostic.

    Stack

    • PyTorch
    • EfficientNet-B0
    • Grad-CAM

    Machine Learning · Computer Vision

  4. 04

    Nexvent

    Event registration that can’t oversell: capacity checks, waitlists and QR check-in, built as a team of two.

    Team project · 2 people

    Stack

    • Next.js
    • React
    • TypeScript
    • Tailwind CSS
    • shadcn/ui
    • NextAuth.js
    • Prisma
    • PostgreSQL

    Full-Stack · Backend Engineering

  5. 05

    AI Customer Support

    A Gmail assistant that answers routine questions and hands anything tricky to a person.

    Stack

    • Python/FastAPI
    • Pydantic AI
    • Anthropic models
    • Supabase Postgres
    • Gmail API

    AI Systems · Backend Engineering

  6. 06

    Customer Retention Prediction

    A churn model taken from exploration to a served API, with tests that keep training and serving in sync.

    Stack

    • XGBoost
    • MLflow
    • FastAPI

    Machine Learning · MLOps