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Neo Kai Jun's Projects

cap-calculator icon cap-calculator

:mortar_board: Command Line calculator to compute student's CAP (or GPA). Allow students to interactively play around with their grades and explore different scenarios.

forecastx icon forecastx

:man_judge: :balance_scale: Android app leveraging on Machine Learning to predict the success probability of a POHA / CDRA related legal claim. App generates summarized report presenting the claim’s strengths and weaknesses, together with ways for improvement.

machine-learning icon machine-learning

:computer: :bulb: 8 Machine Learning Simulation Projects ranging from Exam Score Prediction and Diabetes Diagnosis to Crime Data Analysis and Image Recognition.

menus icon menus

🍔💁 :bar_chart: MeNUS - Integrated Restaurant Management System designed for restaurant owners. Comprises of 5 sub-systems: Sales, Inventory, Menu, Reservation, and Authorization.

mybus icon mybus

:oncoming_bus: Android app that finds buses to take given departure and arrival inputs. Uses Google Map SDK and Singapore LTA’s Datamall API to query real time bus data. Ongoing project!

mytracker icon mytracker

:euro: :pound: :yen: Android mobile application that helps track expenses incurred whenever and wherever you are. Capable of floating above other apps for added convenience. Shopping list feature included!

poker-ai-agent icon poker-ai-agent

:robot: Skynet, an autonomous 2-player Texas Hold’em Poker AI agent implemented using Monte Carlo simulation. :spades: :hearts: :clubs: :diamonds:

spa icon spa

:scroll: :mag: A well-designed, well-tested, large scaled Static Program Analyzer that answers SQL-like queries about a program written in a predefined language. App parses input program and extracts facts into the Program Knowledge Base (database). Query Evaluator uses these facts to evaluate query of varying complexity.

sudoku-paradise icon sudoku-paradise

:video_game: :bulb: :books: 3-in-1 integrated Sudoku android app comprising of a customisable gaming platform, an input-based AI solver, and educational resources about Sudoku. Additional features include user authentication and account management, as well as gameplay history recorded in cloud database.

tic-tac-toe-ai-agent icon tic-tac-toe-ai-agent

:robot: AI agent capable of playing Tic-Tac-Toe (modeled as an adversarial search problem). Option to alternate between Normal or Depth-Limited Heuristic Minimax implementation. :video_game:

vocabmemo icon vocabmemo

:memo: Vocabulary memo android app that floats above other apps on screen for language learners. "Hide all & Toggle" feature helps learners memorize words more efficiently at a quicker pace. :kr: :jp: :fr: :it: :ru: :es:

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