2017
Python
Game planning
Heuristic
AI (artificial intelligence)
Diagonal Sudoku Solver: Implemented two extensions of our sudoku solver. The first one to implement the technique called "naked twins". The second one to to solve a diagonal sudoku.
Game playing agent for Isolation:
Developd an adversarial search agent to play the game "Isolation". Isolation is a deterministic, two-player game of perfect information in which the players alternate turns moving a single piece from one cell to another on a board. Whenever either player occupies a cell, that cell becomes blocked for the remainder of the game. The first player with no remaining legal moves loses, and the opponent is declared the winner. These rules are implemented in the isolation.Board class provided in the repository.
2017
Python
Pandas
Computer Vision
Speech Recognition
Data Science
Hmm
AI (artificial intelligence)
Built a system that can recognize words communicated using the American Sign Language (ASL). By using a dataset of tracked hand and nose positions extracted from videos, I trained a set of Hidden Markov Models (HMMs) to try and identify individual words from test sequences.
Incorporate Statistical Language Models (SLMs) that capture the conditional probability of particular sequences of words occurring. This helped me to improve the recognition accuracy of the system.