Projects / 10
Data and AI
Every project has a summary, install steps and its full docs. The code is on GitHub.
Projects
- Data and AI / Python, Ollama
LLM Inference & Quantization Benchmarker (LIOB)
Local benchmark for quantized LLMs that compares speed, memory and judge-scored quality on Apple Silicon.
- Data and AI / Python, Streamlit
Economic Outlook 2027 RAG
RAG Q&A tool over Malaysia's 258-page Economic Outlook 2027 report, with exact page citations.
- Data and AI / Python, FAISS
PDF Q&A Bot (RAG System)
RAG bot that answers questions about any PDF with page citations, using FAISS and local embeddings.
- Data and AI / Python, SQLite
Economic Outlook 2027: Report-to-Dataset Pipeline
Pipeline that turns Malaysia's Economic Outlook 2027 appendix tables into CSV files and a SQLite database.
- Data and AI / Python, scikit-learn
E-Commerce Customer Churn & LTV Dashboard
Streamlit dashboard that predicts customer churn and lifetime value from transaction logs.
- Data and AI / C++17, Python
Player Churn Prediction
Game telemetry pipeline: a C++ TCP server feeds an XGBoost churn model that fires retention webhooks.
- Data and AI / Python, scikit-learn
Esports Toxicity Sentiment Analyzer
Text classifier that tracks game-chat toxicity over a match and links spikes to match events.
- Data and AI / Python, GitHub REST API
GitHub Issue & PR Summarizer Agent
CLI agent that fetches new GitHub issues and PRs, summarizes each one and suggests a label.
- Data and AI / TypeScript, Vite
Drosophila Connectome Embodiment Engine
Browser simulation of a male fruit fly driven by a 23-neuron spiking network from connectome papers.
- Data and AI / Python, MediaPipe
Real-Time Hand Gesture Gamepad
Hand gestures from a webcam become macOS arrow key presses through a Python to C socket bridge.