Projects

Research code and open-source software. More on GitHub.

• ISM: Self-Improving Strategy Memory

  Research code for our ICML 2026 AI4Math workshop paper on strategy memory for continual mathematical reasoning.

  Mathematical reasoning · Agent memory · LLMs
  CodePaper

• ScholarAgent

  An LLM agent that retrieves and summarises recent arXiv papers for a search query, in a more readable format than a raw listing.

  Agentic AI · LLMs · arXiv API
  Code

• LLM Detect AI Text

  A classifier for distinguishing student-written essays from LLM-generated ones; top 25% on the Kaggle leaderboard.

  NLP · LLMs · scikit-learn
  Code

• ISS_Info

  Python package for real-time International Space Station data (location, crew, pass times); 60,000+ downloads on PyPI.

  Python · Open source
  Code

• Deep Learning Steering Model

  CNN that predicts steering angles from dash-cam images, built for the Team Camber Racing autonomous-vehicle prototype.

  Computer vision · TensorFlow · OpenCV
  Code

• Lane Detection

  Classical lane-detection pipeline using Canny edges, Hough transforms, and perspective warping.

  Computer vision · OpenCV
  Code

• Credit Card Fraud Detection

  Comparison of logistic regression with ANN, random forest, decision tree, and SVM on an imbalanced fraud dataset (NUS research internship).

  Machine learning · scikit-learn
  Code

• Explorer

  Android app that helps visually impaired users locate and identify objects in the camera frame, with voice feedback.

  Android · Assistive technology
  Code