stuff i builtstuff i builtstuff i built
pic

ChessAI

  • Created a visually appealing chess engine using pygame
  • Created an AI that thinks 5 moves ahead at a reasonable time (usually 5 seconds)
  • Implemented minimax algorithm optimised with alpha beta pruning
  • Implemented zobrist hashing to cache board state for accurate lookups
  • Other optimisations: Move heuristics, positional advantage, etc.
    • pic

    TrackTern

  • NextJS app to streamline tracking and management of internship application, enhancing the functionality beyond traditional Excel Sheets
  • Implemented analytical features to provide users with clear insights into their application progress.
  • Serving more than 200 active users
    • pic

    HackOMania

  • Within 24 hours, with a team of 4, built a Single Source of Truth web page for Government Schemes, Grants and Loans to help SMEs expand and grow their businesses
  • Implemented several key features like Universal Search, Services page and a personalised chatbot
  • Click me for more details
    • pic

    Text Emotion Recognition

  • Developed a neural network model to detect six emotions in text.
  • Enhanced the model with BiLSTM layers for improved contextual understanding and accuracy.
  • Integrated a pre-trained Word2vec model trained on 100 billion words
  • Processed a training dataset of 30,000 tweets and sentences
  • Achieved 88.3% accuracy on test data.

    • Uniplanner

  • Designed a webapp to assist students plan university life
  • Wrote more than 3000 lines of complex vanilla javascript, html and css to create a single page app
  • Submitted for CS50W project

    • FoodCritic

  • Developed a flask app for logging in, adding restaurants reviews and searching for restaurant info
  • Integrated ChatGPT API into search function for recommendations
  • Submitted for CS50 project